In [1]:
import os
from torchvision import datasets, transforms
from torch.utils.data import DataLoader, random_split
import torch
# Define a class for adding Gaussian noise to the dataset
class AddGaussianNoise(object):
def __init__(self, mean=0., std=1.):
self.std = std
self.mean = mean
def __call__(self, tensor):
return tensor + torch.randn(tensor.size()) * self.std + self.mean
def __repr__(self):
return self.__class__.__name__ + '(mean={0}, std={1})'.format(self.mean, self.std)
# Path to your dataset
dataset_path = '/kaggle/input/brain-mri-images-for-brain-tumor-detection'
# Image preprocessing transformations
transform = transforms.Compose([
transforms.Resize((64, 64)), # Resize the images to 64x64
transforms.ToTensor(), # Convert the images to PyTorch tensors
transforms.Normalize(mean=[0.5, 0.5, 0.5], std=[0.5, 0.5, 0.5]), # Normalize the tensors
AddGaussianNoise(0., 0.1) # Add Gaussian noise with mean=0 and std=0.1
])
# Load the dataset
full_dataset = datasets.ImageFolder(root=dataset_path, transform=transform)
# Splitting the dataset into training and validation sets
train_size = int(0.8 * len(full_dataset))
val_size = len(full_dataset) - train_size
train_dataset, val_dataset = random_split(full_dataset, [train_size, val_size])
# Create data loaders
train_loader = DataLoader(train_dataset, batch_size=32, shuffle=True)
val_loader = DataLoader(val_dataset, batch_size=32, shuffle=False)
In [2]:
# Defining the Generator
import torch.nn as nn
class Generator(nn.Module):
def __init__(self):
super(Generator, self).__init__()
self.main = nn.Sequential(
# Input is Z, going into a convolution
nn.ConvTranspose2d(100, 512, 4, 1, 0, bias=False),
nn.BatchNorm2d(512),
nn.ReLU(True),
# state size. 512 x 4 x 4
nn.ConvTranspose2d(512, 256, 4, 2, 1, bias=False),
nn.BatchNorm2d(256),
nn.ReLU(True),
# state size. 256 x 8 x 8
nn.ConvTranspose2d(256, 128, 4, 2, 1, bias=False),
nn.BatchNorm2d(128),
nn.ReLU(True),
# state size. 128 x 16 x 16
nn.ConvTranspose2d(128, 64, 4, 2, 1, bias=False),
nn.BatchNorm2d(64),
nn.ReLU(True),
# state size. 64 x 32 x 32
nn.ConvTranspose2d(64, 3, 4, 2, 1, bias=False),
nn.Tanh()
# state size. 3 x 64 x 64
)
def forward(self, input):
return self.main(input)
In [3]:
# Defining the Discriminator
class Discriminator(nn.Module):
def __init__(self):
super(Discriminator, self).__init__()
self.main = nn.Sequential(
# input is 3 x 64 x 64
nn.Conv2d(3, 64, 4, 2, 1, bias=False),
nn.LeakyReLU(0.2, inplace=True),
# state size. 64 x 32 x 32
nn.Conv2d(64, 128, 4, 2, 1, bias=False),
nn.BatchNorm2d(128),
nn.LeakyReLU(0.2, inplace=True),
# state size. 128 x 16 x 16
nn.Conv2d(128, 256, 4, 2, 1, bias=False),
nn.BatchNorm2d(256),
nn.LeakyReLU(0.2, inplace=True),
# state size. 256 x 8 x 8
nn.Conv2d(256, 512, 4, 2, 1, bias=False),
nn.BatchNorm2d(512),
nn.LeakyReLU(0.2, inplace=True),
# state size. 512 x 4 x 4
nn.Conv2d(512, 1, 4, 1, 0, bias=False),
nn.Sigmoid()
# state size. 1 x 1 x 1
)
def forward(self, input):
return self.main(input).view(-1, 1).squeeze(1)
In [4]:
# Initializing the models, loss functions and optimizers
import torch
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
# Initialize Generator and Discriminator
netG = Generator().to(device)
netD = Discriminator().to(device)
# Initialize BCELoss function
criterion = torch.nn.BCELoss()
# Create batch of latent vectors that we will use to visualize
# the progression of the generator
fixed_noise = torch.randn(64, 100, 1, 1, device=device)
# Establish convention for real and fake labels during training
real_label = 1
fake_label = 0
# Setup Adam optimizers for both G and D
optimizerD = torch.optim.Adam(netD.parameters(), lr=3e-4, betas=(0.5, 0.999))
optimizerG = torch.optim.Adam(netG.parameters(), lr=3e-4, betas=(0.5, 0.999))
In [5]:
import torch
import torch.nn as nn
import torch.optim as optim
from torchvision import utils as vutils
import os
# Number of epochs to train for
num_epochs = 10000 # Adjust this to your needs
# Initialize Generator and Discriminator
device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
netG = Generator().to(device)
netD = Discriminator().to(device)
# Initialize BCELoss function
criterion = torch.nn.BCELoss()
# Create batch of latent vectors that we will use to visualize
# the progression of the generator
fixed_noise = torch.randn(64, 100, 1, 1, device=device)
# Establish convention for real and fake labels during training
real_label = 1
fake_label = 0
# Setup Adam optimizers for both G and D
optimizerD = torch.optim.Adam(netD.parameters(), lr=0.0002, betas=(0.5, 0.999))
optimizerG = torch.optim.Adam(netG.parameters(), lr=0.0002, betas=(0.5, 0.999))
# Lists to keep track of progress
img_list = []
G_losses = []
D_losses = []
iters = 0
# Checkpoints directory
checkpoint_dir = './checkpoints'
os.makedirs(checkpoint_dir, exist_ok=True)
print("Starting Training Loop...")
# For each epoch
for epoch in range(num_epochs):
# For each batch in the dataloader
for i, data in enumerate(train_loader, 0):
############################
# (1) Update D network: maximize log(D(x)) + log(1 - D(G(z)))
###########################
## Train with all-real batch
netD.zero_grad()
# Format batch
real_cpu = data[0].to(device)
b_size = real_cpu.size(0)
label = torch.full((b_size,), real_label, dtype=torch.float, device=device)
# Forward pass real batch through D
output = netD(real_cpu).view(-1)
# Calculate loss on all-real batch
errD_real = criterion(output, label)
# Calculate gradients for D in backward pass
errD_real.backward()
D_x = output.mean().item()
## Train with all-fake batch
# Generate batch of latent vectors
noise = torch.randn(b_size, 100, 1, 1, device=device)
# Generate fake image batch with G
fake = netG(noise)
label.fill_(fake_label)
# Classify all fake batch with D
output = netD(fake.detach()).view(-1)
# Calculate D's loss on the all-fake batch
errD_fake = criterion(output, label)
# Calculate the gradients for this batch
errD_fake.backward()
D_G_z1 = output.mean().item()
# Add the gradients from the all-real and all-fake batches
errD = errD_real + errD_fake
# Update D
optimizerD.step()
############################
# (2) Update G network: maximize log(D(G(z)))
###########################
netG.zero_grad()
label.fill_(real_label) # fake labels are real for generator cost
# Since we just updated D, perform another forward pass of all-fake batch through D
output = netD(fake).view(-1)
# Calculate G's loss based on this output
errG = criterion(output, label)
# Calculate gradients for G
errG.backward()
D_G_z2 = output.mean().item()
# Update G
optimizerG.step()
# Output training stats
if i % 50 == 0:
print('[%d/%d][%d/%d]\tLoss_D: %.4f\tLoss_G: %.4f\tD(x): %.4f\tD(G(z)): %.4f / %.4f'
% (epoch, num_epochs, i, len(train_loader),
errD.item(), errG.item(), D_x, D_G_z1, D_G_z2))
# Save Losses for plotting later
G_losses.append(errG.item())
D_losses.append(errD.item())
# Check how the generator is doing by saving G's output on fixed_noise
if (iters % 500 == 0) or ((epoch == num_epochs-1) and (i == len(train_loader)-1)):
with torch.no_grad():
fake = netG(fixed_noise).detach().cpu()
img_list.append(vutils.make_grid(fake, padding=2, normalize=True))
iters += 1
# # Save model checkpoints at the end of each epoch
# checkpoint_path = os.path.join(checkpoint_dir, f'checkpoint_epoch_{epoch}.pth')
# torch.save({
# 'epoch': epoch,
# 'netG_state_dict': netG.state_dict(),
# 'netD_state_dict': netD.state_dict(),
# 'optimizerG_state_dict': optimizerG.state_dict(),
# 'optimizerD_state_dict': optimizerD.state_dict(),
# 'lossG': errG.item(),
# 'lossD': errD.item(),
# 'fixed_noise': fixed_noise, # Save fixed_noise for consistent image generation
# }, checkpoint_path)
Starting Training Loop... [0/10000][0/13] Loss_D: 1.3474 Loss_G: 2.4885 D(x): 0.4525 D(G(z)): 0.4097 / 0.0855 [1/10000][0/13] Loss_D: 0.0544 Loss_G: 7.4068 D(x): 0.9842 D(G(z)): 0.0372 / 0.0007 [2/10000][0/13] Loss_D: 0.0154 Loss_G: 8.5549 D(x): 0.9947 D(G(z)): 0.0099 / 0.0002 [3/10000][0/13] Loss_D: 0.0150 Loss_G: 15.1717 D(x): 0.9859 D(G(z)): 0.0000 / 0.0000 [4/10000][0/13] Loss_D: 0.0050 Loss_G: 12.1009 D(x): 0.9951 D(G(z)): 0.0000 / 0.0000 [5/10000][0/13] Loss_D: 0.5974 Loss_G: 18.0374 D(x): 0.6559 D(G(z)): 0.0000 / 0.0000 [6/10000][0/13] Loss_D: 0.0232 Loss_G: 11.6393 D(x): 0.9785 D(G(z)): 0.0000 / 0.0000 [7/10000][0/13] Loss_D: 0.5129 Loss_G: 7.9103 D(x): 0.9392 D(G(z)): 0.3301 / 0.0005 [8/10000][0/13] Loss_D: 1.9699 Loss_G: 9.8800 D(x): 0.9491 D(G(z)): 0.7513 / 0.0001 [9/10000][0/13] Loss_D: 0.6140 Loss_G: 7.4959 D(x): 0.6221 D(G(z)): 0.0037 / 0.0007 [10/10000][0/13] Loss_D: 0.3552 Loss_G: 4.8214 D(x): 0.8440 D(G(z)): 0.1546 / 0.0107 [11/10000][0/13] Loss_D: 0.6291 Loss_G: 8.2168 D(x): 0.9234 D(G(z)): 0.3909 / 0.0005 [12/10000][0/13] Loss_D: 0.8827 Loss_G: 11.4924 D(x): 0.5373 D(G(z)): 0.0002 / 0.0000 [13/10000][0/13] Loss_D: 0.5557 Loss_G: 6.3056 D(x): 0.9390 D(G(z)): 0.3676 / 0.0023 [14/10000][0/13] Loss_D: 0.4036 Loss_G: 5.3324 D(x): 0.8526 D(G(z)): 0.1771 / 0.0063 [15/10000][0/13] Loss_D: 0.4341 Loss_G: 6.1459 D(x): 0.8573 D(G(z)): 0.2298 / 0.0034 [16/10000][0/13] Loss_D: 0.3317 Loss_G: 5.6547 D(x): 0.9280 D(G(z)): 0.2148 / 0.0125 [17/10000][0/13] Loss_D: 0.4010 Loss_G: 5.2515 D(x): 0.9440 D(G(z)): 0.2715 / 0.0069 [18/10000][0/13] Loss_D: 0.8909 Loss_G: 5.3922 D(x): 0.6398 D(G(z)): 0.2932 / 0.0101 [19/10000][0/13] Loss_D: 0.4001 Loss_G: 6.4404 D(x): 0.9436 D(G(z)): 0.2792 / 0.0059 [20/10000][0/13] Loss_D: 1.1759 Loss_G: 11.3446 D(x): 0.9915 D(G(z)): 0.6406 / 0.0001 [21/10000][0/13] Loss_D: 0.3894 Loss_G: 3.8211 D(x): 0.8225 D(G(z)): 0.1484 / 0.0354 [22/10000][0/13] Loss_D: 0.6375 Loss_G: 4.6256 D(x): 0.7413 D(G(z)): 0.1591 / 0.0164 [23/10000][0/13] Loss_D: 0.6534 Loss_G: 4.8109 D(x): 0.8986 D(G(z)): 0.3013 / 0.0138 [24/10000][0/13] Loss_D: 0.3485 Loss_G: 4.8986 D(x): 0.7682 D(G(z)): 0.0460 / 0.0166 [25/10000][0/13] Loss_D: 0.6375 Loss_G: 7.5060 D(x): 0.9665 D(G(z)): 0.4244 / 0.0016 [26/10000][0/13] Loss_D: 0.5772 Loss_G: 6.5370 D(x): 0.9030 D(G(z)): 0.3128 / 0.0024 [27/10000][0/13] Loss_D: 1.5963 Loss_G: 10.0639 D(x): 0.9309 D(G(z)): 0.7352 / 0.0001 [28/10000][0/13] Loss_D: 0.5188 Loss_G: 5.7171 D(x): 0.8391 D(G(z)): 0.2566 / 0.0106 [29/10000][0/13] Loss_D: 0.4877 Loss_G: 5.9693 D(x): 0.9632 D(G(z)): 0.3255 / 0.0051 [30/10000][0/13] Loss_D: 0.4936 Loss_G: 4.3761 D(x): 0.7411 D(G(z)): 0.0607 / 0.0208 [31/10000][0/13] Loss_D: 0.0962 Loss_G: 5.7636 D(x): 0.9357 D(G(z)): 0.0262 / 0.0055 [32/10000][0/13] Loss_D: 1.4923 Loss_G: 7.7598 D(x): 0.4031 D(G(z)): 0.0008 / 0.0010 [33/10000][0/13] Loss_D: 0.4746 Loss_G: 3.9418 D(x): 0.7107 D(G(z)): 0.0510 / 0.0325 [34/10000][0/13] Loss_D: 1.2180 Loss_G: 9.0888 D(x): 0.9857 D(G(z)): 0.6416 / 0.0004 [35/10000][0/13] Loss_D: 0.5071 Loss_G: 5.7846 D(x): 0.8413 D(G(z)): 0.2388 / 0.0061 [36/10000][0/13] Loss_D: 0.4784 Loss_G: 3.6003 D(x): 0.7419 D(G(z)): 0.0989 / 0.0409 [37/10000][0/13] Loss_D: 0.5413 Loss_G: 5.3676 D(x): 0.6563 D(G(z)): 0.0056 / 0.0078 [38/10000][0/13] Loss_D: 0.4016 Loss_G: 4.2711 D(x): 0.8036 D(G(z)): 0.0693 / 0.0838 [39/10000][0/13] Loss_D: 0.2724 Loss_G: 6.6731 D(x): 0.9580 D(G(z)): 0.1981 / 0.0020 [40/10000][0/13] Loss_D: 1.1287 Loss_G: 10.1772 D(x): 0.9876 D(G(z)): 0.6051 / 0.0002 [41/10000][0/13] Loss_D: 0.1791 Loss_G: 5.3302 D(x): 0.9101 D(G(z)): 0.0538 / 0.0089 [42/10000][0/13] Loss_D: 0.2372 Loss_G: 5.2460 D(x): 0.8473 D(G(z)): 0.0353 / 0.0074 [43/10000][0/13] Loss_D: 1.1598 Loss_G: 11.9149 D(x): 0.9962 D(G(z)): 0.6384 / 0.0000 [44/10000][0/13] Loss_D: 1.6196 Loss_G: 11.5025 D(x): 0.9850 D(G(z)): 0.7135 / 0.0001 [45/10000][0/13] Loss_D: 0.8419 Loss_G: 2.8798 D(x): 0.5311 D(G(z)): 0.0184 / 0.0746 [46/10000][0/13] Loss_D: 0.4107 Loss_G: 4.8638 D(x): 0.8438 D(G(z)): 0.1718 / 0.0133 [47/10000][0/13] Loss_D: 0.9344 Loss_G: 7.4781 D(x): 0.8406 D(G(z)): 0.4636 / 0.0010 [48/10000][0/13] Loss_D: 0.2751 Loss_G: 5.0549 D(x): 0.8350 D(G(z)): 0.0746 / 0.0116 [49/10000][0/13] Loss_D: 0.1414 Loss_G: 4.9938 D(x): 0.9038 D(G(z)): 0.0257 / 0.0127 [50/10000][0/13] Loss_D: 0.3881 Loss_G: 4.7722 D(x): 0.8692 D(G(z)): 0.1816 / 0.0107 [51/10000][0/13] Loss_D: 0.2161 Loss_G: 7.9492 D(x): 0.8398 D(G(z)): 0.0056 / 0.0008 [52/10000][0/13] Loss_D: 0.3681 Loss_G: 5.2236 D(x): 0.8272 D(G(z)): 0.0918 / 0.0089 [53/10000][0/13] Loss_D: 1.1365 Loss_G: 4.5024 D(x): 0.4968 D(G(z)): 0.0189 / 0.0239 [54/10000][0/13] Loss_D: 0.3387 Loss_G: 5.0657 D(x): 0.9115 D(G(z)): 0.1787 / 0.0108 [55/10000][0/13] Loss_D: 0.7542 Loss_G: 8.7688 D(x): 0.6034 D(G(z)): 0.0012 / 0.0006 [56/10000][0/13] Loss_D: 0.3421 Loss_G: 4.4711 D(x): 0.8349 D(G(z)): 0.1075 / 0.0182 [57/10000][0/13] Loss_D: 0.3162 Loss_G: 4.1704 D(x): 0.7891 D(G(z)): 0.0297 / 0.0217 [58/10000][0/13] Loss_D: 0.1920 Loss_G: 5.2434 D(x): 0.9511 D(G(z)): 0.1241 / 0.0072 [59/10000][0/13] Loss_D: 0.3235 Loss_G: 4.6763 D(x): 0.8900 D(G(z)): 0.1706 / 0.0120 [60/10000][0/13] Loss_D: 0.4561 Loss_G: 4.3671 D(x): 0.7860 D(G(z)): 0.1423 / 0.0186 [61/10000][0/13] Loss_D: 0.3148 Loss_G: 2.8657 D(x): 0.8629 D(G(z)): 0.0612 / 0.0619 [62/10000][0/13] Loss_D: 0.9905 Loss_G: 7.1141 D(x): 0.9942 D(G(z)): 0.5249 / 0.0141 [63/10000][0/13] Loss_D: 0.1985 Loss_G: 5.4037 D(x): 0.9484 D(G(z)): 0.1260 / 0.0090 [64/10000][0/13] Loss_D: 0.1836 Loss_G: 4.0029 D(x): 0.9161 D(G(z)): 0.0806 / 0.0385 [65/10000][0/13] Loss_D: 0.8145 Loss_G: 7.9261 D(x): 0.9431 D(G(z)): 0.4492 / 0.0006 [66/10000][0/13] Loss_D: 0.2081 Loss_G: 4.7626 D(x): 0.9717 D(G(z)): 0.1465 / 0.0194 [67/10000][0/13] Loss_D: 0.3467 Loss_G: 3.4299 D(x): 0.7795 D(G(z)): 0.0423 / 0.0713 [68/10000][0/13] Loss_D: 0.2163 Loss_G: 4.9208 D(x): 0.9152 D(G(z)): 0.1086 / 0.0101 [69/10000][0/13] Loss_D: 0.3094 Loss_G: 3.5873 D(x): 0.8347 D(G(z)): 0.0958 / 0.0394 [70/10000][0/13] Loss_D: 0.3026 Loss_G: 4.1360 D(x): 0.7899 D(G(z)): 0.0345 / 0.0266 [71/10000][0/13] Loss_D: 0.4183 Loss_G: 5.4295 D(x): 0.8783 D(G(z)): 0.2042 / 0.0081 [72/10000][0/13] Loss_D: 0.3995 Loss_G: 6.7362 D(x): 0.9442 D(G(z)): 0.2323 / 0.0030 [73/10000][0/13] Loss_D: 0.2775 Loss_G: 5.2791 D(x): 0.8694 D(G(z)): 0.0734 / 0.0197 [74/10000][0/13] Loss_D: 0.6926 Loss_G: 8.7796 D(x): 0.9800 D(G(z)): 0.4632 / 0.0006 [75/10000][0/13] Loss_D: 0.3691 Loss_G: 6.6317 D(x): 0.9645 D(G(z)): 0.2748 / 0.0030 [76/10000][0/13] Loss_D: 0.3796 Loss_G: 4.0189 D(x): 0.8142 D(G(z)): 0.1183 / 0.0360 [77/10000][0/13] Loss_D: 0.2091 Loss_G: 4.3607 D(x): 0.8773 D(G(z)): 0.0494 / 0.0166 [78/10000][0/13] Loss_D: 0.0900 Loss_G: 4.8870 D(x): 0.9696 D(G(z)): 0.0562 / 0.0106 [79/10000][0/13] Loss_D: 0.3475 Loss_G: 4.1200 D(x): 0.7944 D(G(z)): 0.0214 / 0.1543 [80/10000][0/13] Loss_D: 0.2023 Loss_G: 6.5440 D(x): 0.8479 D(G(z)): 0.0134 / 0.0055 [81/10000][0/13] Loss_D: 0.2603 Loss_G: 3.8913 D(x): 0.8432 D(G(z)): 0.0567 / 0.0370 [82/10000][0/13] Loss_D: 0.2488 Loss_G: 5.8973 D(x): 0.8990 D(G(z)): 0.1141 / 0.0117 [83/10000][0/13] Loss_D: 0.3890 Loss_G: 7.0864 D(x): 0.9565 D(G(z)): 0.2538 / 0.0077 [84/10000][0/13] Loss_D: 0.1836 Loss_G: 5.1479 D(x): 0.9212 D(G(z)): 0.0798 / 0.0089 [85/10000][0/13] Loss_D: 0.2887 Loss_G: 3.9475 D(x): 0.8884 D(G(z)): 0.0647 / 0.0252 [86/10000][0/13] Loss_D: 0.3842 Loss_G: 7.0928 D(x): 0.9830 D(G(z)): 0.2790 / 0.0013 [87/10000][0/13] Loss_D: 0.3776 Loss_G: 6.5453 D(x): 0.9561 D(G(z)): 0.2622 / 0.0023 [88/10000][0/13] Loss_D: 0.1702 Loss_G: 4.3843 D(x): 0.9685 D(G(z)): 0.1189 / 0.0207 [89/10000][0/13] Loss_D: 0.3391 Loss_G: 2.6102 D(x): 0.7974 D(G(z)): 0.0443 / 0.0995 [90/10000][0/13] Loss_D: 0.1174 Loss_G: 4.5667 D(x): 0.9194 D(G(z)): 0.0292 / 0.0127 [91/10000][0/13] Loss_D: 0.2208 Loss_G: 5.1040 D(x): 0.8849 D(G(z)): 0.0723 / 0.0101 [92/10000][0/13] Loss_D: 0.2992 Loss_G: 7.5743 D(x): 0.9700 D(G(z)): 0.2190 / 0.0007 [93/10000][0/13] Loss_D: 0.2946 Loss_G: 5.7232 D(x): 0.9346 D(G(z)): 0.1803 / 0.0051 [94/10000][0/13] Loss_D: 0.3293 Loss_G: 4.8879 D(x): 0.9644 D(G(z)): 0.1970 / 0.0243 [95/10000][0/13] Loss_D: 0.0885 Loss_G: 6.2635 D(x): 0.9374 D(G(z)): 0.0182 / 0.0038 [96/10000][0/13] Loss_D: 0.3104 Loss_G: 6.2978 D(x): 0.9662 D(G(z)): 0.2295 / 0.0026 [97/10000][0/13] Loss_D: 0.6837 Loss_G: 8.4269 D(x): 0.9830 D(G(z)): 0.4007 / 0.0007 [98/10000][0/13] Loss_D: 0.0984 Loss_G: 4.5890 D(x): 0.9548 D(G(z)): 0.0469 / 0.0177 [99/10000][0/13] Loss_D: 0.2783 Loss_G: 4.7281 D(x): 0.8922 D(G(z)): 0.1268 / 0.0131 [100/10000][0/13] Loss_D: 0.1363 Loss_G: 3.7522 D(x): 0.9159 D(G(z)): 0.0363 / 0.0307 [101/10000][0/13] Loss_D: 0.2762 Loss_G: 6.6610 D(x): 0.9855 D(G(z)): 0.2183 / 0.0019 [102/10000][0/13] Loss_D: 1.3207 Loss_G: 3.7667 D(x): 0.5696 D(G(z)): 0.0026 / 0.1099 [103/10000][0/13] Loss_D: 0.0915 Loss_G: 5.6634 D(x): 0.9549 D(G(z)): 0.0355 / 0.0194 [104/10000][0/13] Loss_D: 0.5425 Loss_G: 5.5650 D(x): 0.7158 D(G(z)): 0.0151 / 0.0177 [105/10000][0/13] Loss_D: 0.1079 Loss_G: 5.1329 D(x): 0.9817 D(G(z)): 0.0823 / 0.0100 [106/10000][0/13] Loss_D: 0.1370 Loss_G: 4.4869 D(x): 0.9361 D(G(z)): 0.0504 / 0.0187 [107/10000][0/13] Loss_D: 0.1731 Loss_G: 3.8541 D(x): 0.8670 D(G(z)): 0.0201 / 0.0273 [108/10000][0/13] Loss_D: 0.2527 Loss_G: 4.9649 D(x): 0.9661 D(G(z)): 0.1719 / 0.0125 [109/10000][0/13] Loss_D: 0.2145 Loss_G: 3.3820 D(x): 0.8552 D(G(z)): 0.0211 / 0.0490 [110/10000][0/13] Loss_D: 0.1771 Loss_G: 5.2339 D(x): 0.9382 D(G(z)): 0.0960 / 0.0082 [111/10000][0/13] Loss_D: 0.0761 Loss_G: 4.8501 D(x): 0.9616 D(G(z)): 0.0328 / 0.0116 [112/10000][0/13] Loss_D: 0.2254 Loss_G: 4.1675 D(x): 0.8435 D(G(z)): 0.0272 / 0.0534 [113/10000][0/13] Loss_D: 0.1307 Loss_G: 5.0598 D(x): 0.9317 D(G(z)): 0.0441 / 0.0100 [114/10000][0/13] Loss_D: 0.2570 Loss_G: 5.3484 D(x): 0.9753 D(G(z)): 0.1884 / 0.0070 [115/10000][0/13] Loss_D: 0.2643 Loss_G: 4.3151 D(x): 0.8790 D(G(z)): 0.0703 / 0.0229 [116/10000][0/13] Loss_D: 0.1007 Loss_G: 5.3627 D(x): 0.9512 D(G(z)): 0.0452 / 0.0069 [117/10000][0/13] Loss_D: 0.2937 Loss_G: 4.4685 D(x): 0.8158 D(G(z)): 0.0170 / 0.0621 [118/10000][0/13] Loss_D: 0.1131 Loss_G: 5.2105 D(x): 0.9314 D(G(z)): 0.0290 / 0.0150 [119/10000][0/13] Loss_D: 0.1940 Loss_G: 4.9002 D(x): 0.8636 D(G(z)): 0.0166 / 0.0235 [120/10000][0/13] Loss_D: 0.0978 Loss_G: 5.6164 D(x): 0.9466 D(G(z)): 0.0307 / 0.0188 [121/10000][0/13] Loss_D: 0.4196 Loss_G: 5.7593 D(x): 0.7289 D(G(z)): 0.0108 / 0.0638 [122/10000][0/13] Loss_D: 0.3264 Loss_G: 9.0200 D(x): 0.8132 D(G(z)): 0.0012 / 0.0003 [123/10000][0/13] Loss_D: 0.1497 Loss_G: 4.8508 D(x): 0.9417 D(G(z)): 0.0763 / 0.0112 [124/10000][0/13] Loss_D: 0.0805 Loss_G: 6.8298 D(x): 0.9425 D(G(z)): 0.0142 / 0.0025 [125/10000][0/13] Loss_D: 0.2127 Loss_G: 6.2892 D(x): 0.9855 D(G(z)): 0.1676 / 0.0029 [126/10000][0/13] Loss_D: 0.1306 Loss_G: 4.7349 D(x): 0.9264 D(G(z)): 0.0433 / 0.0143 [127/10000][0/13] Loss_D: 0.1391 Loss_G: 6.1170 D(x): 0.9277 D(G(z)): 0.0538 / 0.0048 [128/10000][0/13] Loss_D: 0.2757 Loss_G: 4.8391 D(x): 0.8506 D(G(z)): 0.0131 / 0.0191 [129/10000][0/13] Loss_D: 0.2102 Loss_G: 2.6862 D(x): 0.8580 D(G(z)): 0.0455 / 0.1114 [130/10000][0/13] Loss_D: 0.1557 Loss_G: 4.7005 D(x): 0.9329 D(G(z)): 0.0686 / 0.0145 [131/10000][0/13] Loss_D: 0.0371 Loss_G: 6.0558 D(x): 0.9812 D(G(z)): 0.0172 / 0.0114 [132/10000][0/13] Loss_D: 0.1140 Loss_G: 4.7177 D(x): 0.9220 D(G(z)): 0.0201 / 0.0122 [133/10000][0/13] Loss_D: 0.1032 Loss_G: 5.6704 D(x): 0.9704 D(G(z)): 0.0679 / 0.0065 [134/10000][0/13] Loss_D: 0.5741 Loss_G: 5.4009 D(x): 0.7651 D(G(z)): 0.0074 / 0.0187 [135/10000][0/13] Loss_D: 0.4505 Loss_G: 10.0947 D(x): 0.9946 D(G(z)): 0.3271 / 0.0001 [136/10000][0/13] Loss_D: 0.2600 Loss_G: 5.5836 D(x): 0.9889 D(G(z)): 0.1682 / 0.0175 [137/10000][0/13] Loss_D: 0.0642 Loss_G: 5.9342 D(x): 0.9832 D(G(z)): 0.0443 / 0.0089 [138/10000][0/13] Loss_D: 0.0939 Loss_G: 5.7766 D(x): 0.9584 D(G(z)): 0.0316 / 0.0075 [139/10000][0/13] Loss_D: 0.0290 Loss_G: 6.5720 D(x): 0.9928 D(G(z)): 0.0211 / 0.0029 [140/10000][0/13] Loss_D: 0.1596 Loss_G: 5.8498 D(x): 0.9860 D(G(z)): 0.1234 / 0.0049 [141/10000][0/13] Loss_D: 0.0744 Loss_G: 5.6224 D(x): 0.9841 D(G(z)): 0.0549 / 0.0047 [142/10000][0/13] Loss_D: 0.1154 Loss_G: 6.5790 D(x): 0.9940 D(G(z)): 0.0962 / 0.0024 [143/10000][0/13] Loss_D: 0.1388 Loss_G: 5.4748 D(x): 0.9871 D(G(z)): 0.1102 / 0.0061 [144/10000][0/13] Loss_D: 0.6210 Loss_G: 9.4108 D(x): 0.9921 D(G(z)): 0.3497 / 0.0002 [145/10000][0/13] Loss_D: 0.0739 Loss_G: 4.6691 D(x): 0.9691 D(G(z)): 0.0401 / 0.0160 [146/10000][0/13] Loss_D: 0.0839 Loss_G: 5.5579 D(x): 0.9345 D(G(z)): 0.0134 / 0.0050 [147/10000][0/13] Loss_D: 0.1807 Loss_G: 6.7693 D(x): 0.9629 D(G(z)): 0.1072 / 0.0061 [148/10000][0/13] Loss_D: 0.2578 Loss_G: 7.5955 D(x): 0.9917 D(G(z)): 0.1890 / 0.0008 [149/10000][0/13] Loss_D: 0.0255 Loss_G: 6.7679 D(x): 0.9802 D(G(z)): 0.0046 / 0.0029 [150/10000][0/13] Loss_D: 0.1375 Loss_G: 5.2887 D(x): 0.9670 D(G(z)): 0.0930 / 0.0087 [151/10000][0/13] Loss_D: 0.0376 Loss_G: 7.5414 D(x): 0.9712 D(G(z)): 0.0057 / 0.0008 [152/10000][0/13] Loss_D: 0.1296 Loss_G: 4.2106 D(x): 0.9201 D(G(z)): 0.0274 / 0.0251 [153/10000][0/13] Loss_D: 0.2359 Loss_G: 2.4318 D(x): 0.9978 D(G(z)): 0.1213 / 0.1692 [154/10000][0/13] Loss_D: 0.2679 Loss_G: 6.7778 D(x): 0.9946 D(G(z)): 0.1903 / 0.0028 [155/10000][0/13] Loss_D: 0.0730 Loss_G: 5.7486 D(x): 0.9972 D(G(z)): 0.0661 / 0.0053 [156/10000][0/13] Loss_D: 0.1963 Loss_G: 5.5939 D(x): 0.9991 D(G(z)): 0.1647 / 0.0044 [157/10000][0/13] Loss_D: 0.0841 Loss_G: 5.1891 D(x): 0.9549 D(G(z)): 0.0346 / 0.0109 [158/10000][0/13] Loss_D: 0.1042 Loss_G: 5.1721 D(x): 0.9809 D(G(z)): 0.0781 / 0.0104 [159/10000][0/13] Loss_D: 0.0763 Loss_G: 5.0937 D(x): 0.9860 D(G(z)): 0.0591 / 0.0088 [160/10000][0/13] Loss_D: 0.0934 Loss_G: 5.1166 D(x): 0.9748 D(G(z)): 0.0623 / 0.0100 [161/10000][0/13] Loss_D: 0.0987 Loss_G: 6.0807 D(x): 0.9428 D(G(z)): 0.0299 / 0.0070 [162/10000][0/13] Loss_D: 0.0660 Loss_G: 5.2329 D(x): 0.9838 D(G(z)): 0.0469 / 0.0077 [163/10000][0/13] Loss_D: 0.0848 Loss_G: 4.9117 D(x): 0.9611 D(G(z)): 0.0409 / 0.0183 [164/10000][0/13] Loss_D: 0.1546 Loss_G: 6.3636 D(x): 0.9806 D(G(z)): 0.1193 / 0.0025 [165/10000][0/13] Loss_D: 0.0700 Loss_G: 5.5321 D(x): 0.9863 D(G(z)): 0.0530 / 0.0071 [166/10000][0/13] Loss_D: 0.0680 Loss_G: 4.6245 D(x): 0.9683 D(G(z)): 0.0336 / 0.0130 [167/10000][0/13] Loss_D: 0.2887 Loss_G: 11.4669 D(x): 0.8665 D(G(z)): 0.0136 / 0.0199 [168/10000][0/13] Loss_D: 0.1883 Loss_G: 6.5945 D(x): 0.9936 D(G(z)): 0.1477 / 0.0039 [169/10000][0/13] Loss_D: 0.0957 Loss_G: 6.0790 D(x): 0.9882 D(G(z)): 0.0762 / 0.0076 [170/10000][0/13] Loss_D: 0.0326 Loss_G: 5.9022 D(x): 0.9960 D(G(z)): 0.0271 / 0.0042 [171/10000][0/13] Loss_D: 0.0781 Loss_G: 5.1023 D(x): 0.9375 D(G(z)): 0.0076 / 0.0129 [172/10000][0/13] Loss_D: 0.1997 Loss_G: 3.8572 D(x): 0.8721 D(G(z)): 0.0205 / 0.0329 [173/10000][0/13] Loss_D: 0.0928 Loss_G: 4.8115 D(x): 0.9331 D(G(z)): 0.0211 / 0.0127 [174/10000][0/13] Loss_D: 0.0664 Loss_G: 6.2274 D(x): 0.9929 D(G(z)): 0.0558 / 0.0030 [175/10000][0/13] Loss_D: 0.0770 Loss_G: 8.5660 D(x): 0.9329 D(G(z)): 0.0019 / 0.0005 [176/10000][0/13] Loss_D: 0.0788 Loss_G: 5.4206 D(x): 0.9988 D(G(z)): 0.0555 / 0.0130 [177/10000][0/13] Loss_D: 0.0301 Loss_G: 8.3159 D(x): 0.9771 D(G(z)): 0.0055 / 0.0020 [178/10000][0/13] Loss_D: 0.0791 Loss_G: 5.1263 D(x): 0.9377 D(G(z)): 0.0117 / 0.0108 [179/10000][0/13] Loss_D: 0.0394 Loss_G: 5.8858 D(x): 0.9953 D(G(z)): 0.0333 / 0.0057 [180/10000][0/13] Loss_D: 0.0235 Loss_G: 5.7557 D(x): 0.9964 D(G(z)): 0.0194 / 0.0064 [181/10000][0/13] Loss_D: 0.0580 Loss_G: 5.3793 D(x): 0.9889 D(G(z)): 0.0442 / 0.0062 [182/10000][0/13] Loss_D: 0.0542 Loss_G: 5.7861 D(x): 0.9600 D(G(z)): 0.0106 / 0.0076 [183/10000][0/13] Loss_D: 0.1449 Loss_G: 6.9886 D(x): 0.9908 D(G(z)): 0.1180 / 0.0035 [184/10000][0/13] Loss_D: 0.0707 Loss_G: 6.5969 D(x): 0.9881 D(G(z)): 0.0512 / 0.0030 [185/10000][0/13] Loss_D: 0.5895 Loss_G: 13.6157 D(x): 0.9986 D(G(z)): 0.3694 / 0.0003 [186/10000][0/13] Loss_D: 0.0534 Loss_G: 5.9101 D(x): 0.9857 D(G(z)): 0.0372 / 0.0056 [187/10000][0/13] Loss_D: 0.1632 Loss_G: 5.4266 D(x): 0.9860 D(G(z)): 0.1210 / 0.0094 [188/10000][0/13] Loss_D: 0.1199 Loss_G: 4.5631 D(x): 0.9296 D(G(z)): 0.0312 / 0.0219 [189/10000][0/13] Loss_D: 1.6438 Loss_G: 18.0672 D(x): 0.9999 D(G(z)): 0.6823 / 0.0000 [190/10000][0/13] Loss_D: 0.0951 Loss_G: 4.9567 D(x): 0.9988 D(G(z)): 0.0849 / 0.0127 [191/10000][0/13] Loss_D: 0.1753 Loss_G: 8.5103 D(x): 0.9968 D(G(z)): 0.1414 / 0.0005 [192/10000][0/13] Loss_D: 0.0523 Loss_G: 5.8801 D(x): 0.9910 D(G(z)): 0.0411 / 0.0038 [193/10000][0/13] Loss_D: 0.0559 Loss_G: 5.2174 D(x): 0.9919 D(G(z)): 0.0431 / 0.0086 [194/10000][0/13] Loss_D: 0.1266 Loss_G: 5.9433 D(x): 0.9755 D(G(z)): 0.0887 / 0.0065 [195/10000][0/13] Loss_D: 0.1649 Loss_G: 3.7407 D(x): 0.8913 D(G(z)): 0.0201 / 0.0414 [196/10000][0/13] Loss_D: 0.1408 Loss_G: 9.6630 D(x): 0.9374 D(G(z)): 0.0231 / 0.0030 [197/10000][0/13] Loss_D: 0.0276 Loss_G: 5.8334 D(x): 0.9847 D(G(z)): 0.0116 / 0.0051 [198/10000][0/13] Loss_D: 0.0404 Loss_G: 5.2037 D(x): 0.9811 D(G(z)): 0.0207 / 0.0094 [199/10000][0/13] Loss_D: 0.0497 Loss_G: 4.5718 D(x): 0.9759 D(G(z)): 0.0239 / 0.0243 [200/10000][0/13] Loss_D: 0.0479 Loss_G: 5.8310 D(x): 0.9617 D(G(z)): 0.0073 / 0.0060 [201/10000][0/13] Loss_D: 0.0575 Loss_G: 5.9317 D(x): 0.9966 D(G(z)): 0.0512 / 0.0051 [202/10000][0/13] Loss_D: 0.0163 Loss_G: 7.2876 D(x): 0.9861 D(G(z)): 0.0022 / 0.0014 [203/10000][0/13] Loss_D: 0.0390 Loss_G: 5.1809 D(x): 0.9937 D(G(z)): 0.0317 / 0.0072 [204/10000][0/13] Loss_D: 0.0462 Loss_G: 4.9746 D(x): 0.9740 D(G(z)): 0.0190 / 0.0091 [205/10000][0/13] Loss_D: 0.0617 Loss_G: 5.3161 D(x): 0.9799 D(G(z)): 0.0385 / 0.0109 [206/10000][0/13] Loss_D: 0.0374 Loss_G: 5.1013 D(x): 0.9761 D(G(z)): 0.0125 / 0.0092 [207/10000][0/13] Loss_D: 0.0321 Loss_G: 7.7941 D(x): 0.9954 D(G(z)): 0.0232 / 0.0019 [208/10000][0/13] Loss_D: 0.0395 Loss_G: 5.5103 D(x): 0.9699 D(G(z)): 0.0079 / 0.0059 [209/10000][0/13] Loss_D: 0.0478 Loss_G: 8.8605 D(x): 0.9612 D(G(z)): 0.0049 / 0.0057 [210/10000][0/13] Loss_D: 0.1198 Loss_G: 4.1953 D(x): 0.9397 D(G(z)): 0.0305 / 0.0485 [211/10000][0/13] Loss_D: 0.0668 Loss_G: 5.6883 D(x): 0.9646 D(G(z)): 0.0277 / 0.0058 [212/10000][0/13] Loss_D: 0.0730 Loss_G: 5.7976 D(x): 0.9915 D(G(z)): 0.0607 / 0.0039 [213/10000][0/13] Loss_D: 0.0342 Loss_G: 6.7356 D(x): 0.9909 D(G(z)): 0.0236 / 0.0025 [214/10000][0/13] Loss_D: 0.0524 Loss_G: 5.7122 D(x): 0.9771 D(G(z)): 0.0275 / 0.0052 [215/10000][0/13] Loss_D: 0.0223 Loss_G: 6.3216 D(x): 0.9850 D(G(z)): 0.0067 / 0.0030 [216/10000][0/13] Loss_D: 0.0245 Loss_G: 14.5057 D(x): 0.9788 D(G(z)): 0.0010 / 0.0003 [217/10000][0/13] Loss_D: 0.0233 Loss_G: 7.1598 D(x): 0.9943 D(G(z)): 0.0172 / 0.0016 [218/10000][0/13] Loss_D: 0.0585 Loss_G: 5.7462 D(x): 0.9869 D(G(z)): 0.0429 / 0.0050 [219/10000][0/13] Loss_D: 0.0653 Loss_G: 7.8620 D(x): 0.9679 D(G(z)): 0.0045 / 0.0039 [220/10000][0/13] Loss_D: 0.0258 Loss_G: 5.6274 D(x): 0.9952 D(G(z)): 0.0206 / 0.0051 [221/10000][0/13] Loss_D: 0.0739 Loss_G: 5.3617 D(x): 0.9729 D(G(z)): 0.0417 / 0.0104 [222/10000][0/13] Loss_D: 0.0911 Loss_G: 7.2761 D(x): 0.9952 D(G(z)): 0.0764 / 0.0015 [223/10000][0/13] Loss_D: 0.0244 Loss_G: 6.0750 D(x): 0.9836 D(G(z)): 0.0076 / 0.0049 [224/10000][0/13] Loss_D: 0.1917 Loss_G: 8.3099 D(x): 0.9986 D(G(z)): 0.1357 / 0.0068 [225/10000][0/13] Loss_D: 0.0664 Loss_G: 7.1309 D(x): 0.9738 D(G(z)): 0.0351 / 0.0037 [226/10000][0/13] Loss_D: 0.0158 Loss_G: 6.5189 D(x): 0.9881 D(G(z)): 0.0037 / 0.0026 [227/10000][0/13] Loss_D: 0.0356 Loss_G: 5.6707 D(x): 0.9751 D(G(z)): 0.0097 / 0.0049 [228/10000][0/13] Loss_D: 0.0701 Loss_G: 6.8298 D(x): 0.9826 D(G(z)): 0.0486 / 0.0029 [229/10000][0/13] Loss_D: 0.0740 Loss_G: 6.7703 D(x): 0.9922 D(G(z)): 0.0616 / 0.0034 [230/10000][0/13] Loss_D: 0.0163 Loss_G: 7.9988 D(x): 0.9951 D(G(z)): 0.0111 / 0.0029 [231/10000][0/13] Loss_D: 0.0191 Loss_G: 5.9047 D(x): 0.9884 D(G(z)): 0.0072 / 0.0041 [232/10000][0/13] Loss_D: 0.0573 Loss_G: 6.2683 D(x): 0.9960 D(G(z)): 0.0504 / 0.0052 [233/10000][0/13] Loss_D: 0.0354 Loss_G: 6.6635 D(x): 0.9973 D(G(z)): 0.0315 / 0.0052 [234/10000][0/13] Loss_D: 0.0203 Loss_G: 6.2133 D(x): 0.9883 D(G(z)): 0.0082 / 0.0035 [235/10000][0/13] Loss_D: 0.0854 Loss_G: 7.2681 D(x): 0.9779 D(G(z)): 0.0575 / 0.0024 [236/10000][0/13] Loss_D: 0.0682 Loss_G: 4.9916 D(x): 0.9749 D(G(z)): 0.0401 / 0.0096 [237/10000][0/13] Loss_D: 0.0276 Loss_G: 8.3584 D(x): 0.9767 D(G(z)): 0.0032 / 0.0021 [238/10000][0/13] Loss_D: 0.3312 Loss_G: 11.2099 D(x): 0.8157 D(G(z)): 0.0001 / 0.0063 [239/10000][0/13] Loss_D: 0.0821 Loss_G: 6.7193 D(x): 0.9958 D(G(z)): 0.0698 / 0.0029 [240/10000][0/13] Loss_D: 0.0271 Loss_G: 6.0579 D(x): 0.9975 D(G(z)): 0.0238 / 0.0041 [241/10000][0/13] Loss_D: 0.1569 Loss_G: 13.7640 D(x): 0.9788 D(G(z)): 0.1032 / 0.0044 [242/10000][0/13] Loss_D: 0.0238 Loss_G: 6.1482 D(x): 0.9886 D(G(z)): 0.0116 / 0.0032 [243/10000][0/13] Loss_D: 0.0367 Loss_G: 6.5342 D(x): 0.9966 D(G(z)): 0.0321 / 0.0024 [244/10000][0/13] Loss_D: 0.0468 Loss_G: 6.1372 D(x): 0.9908 D(G(z)): 0.0362 / 0.0027 [245/10000][0/13] Loss_D: 0.0143 Loss_G: 7.7934 D(x): 0.9959 D(G(z)): 0.0101 / 0.0015 [246/10000][0/13] Loss_D: 0.0782 Loss_G: 7.2545 D(x): 0.9332 D(G(z)): 0.0009 / 0.0028 [247/10000][0/13] Loss_D: 0.0318 Loss_G: 13.2580 D(x): 0.9799 D(G(z)): 0.0094 / 0.0015 [248/10000][0/13] Loss_D: 0.0371 Loss_G: 7.2203 D(x): 0.9968 D(G(z)): 0.0331 / 0.0011 [249/10000][0/13] Loss_D: 0.0431 Loss_G: 6.1209 D(x): 0.9652 D(G(z)): 0.0064 / 0.0030 [250/10000][0/13] Loss_D: 0.8432 Loss_G: 18.4206 D(x): 1.0000 D(G(z)): 0.2716 / 0.0000 [251/10000][0/13] Loss_D: 0.0785 Loss_G: 9.5710 D(x): 0.9516 D(G(z)): 0.0200 / 0.0010 [252/10000][0/13] Loss_D: 0.0595 Loss_G: 11.8392 D(x): 0.9884 D(G(z)): 0.0409 / 0.0010 [253/10000][0/13] Loss_D: 0.0146 Loss_G: 7.6256 D(x): 0.9951 D(G(z)): 0.0096 / 0.0017 [254/10000][0/13] Loss_D: 0.0845 Loss_G: 7.6158 D(x): 0.9928 D(G(z)): 0.0684 / 0.0007 [255/10000][0/13] Loss_D: 0.0612 Loss_G: 5.9184 D(x): 0.9940 D(G(z)): 0.0529 / 0.0048 [256/10000][0/13] Loss_D: 0.0195 Loss_G: 6.2467 D(x): 0.9968 D(G(z)): 0.0160 / 0.0045 [257/10000][0/13] Loss_D: 0.0624 Loss_G: 6.1500 D(x): 0.9978 D(G(z)): 0.0575 / 0.0042 [258/10000][0/13] Loss_D: 0.0469 Loss_G: 6.4631 D(x): 0.9983 D(G(z)): 0.0426 / 0.0039 [259/10000][0/13] Loss_D: 0.0161 Loss_G: 6.1572 D(x): 0.9964 D(G(z)): 0.0124 / 0.0032 [260/10000][0/13] Loss_D: 0.0287 Loss_G: 5.3285 D(x): 0.9776 D(G(z)): 0.0057 / 0.0071 [261/10000][0/13] Loss_D: 0.0634 Loss_G: 5.6417 D(x): 0.9670 D(G(z)): 0.0265 / 0.0066 [262/10000][0/13] Loss_D: 0.0604 Loss_G: 5.9726 D(x): 0.9650 D(G(z)): 0.0219 / 0.0053 [263/10000][0/13] Loss_D: 0.0442 Loss_G: 11.1796 D(x): 0.9789 D(G(z)): 0.0209 / 0.0035 [264/10000][0/13] Loss_D: 0.0475 Loss_G: 4.8054 D(x): 0.9700 D(G(z)): 0.0141 / 0.0129 [265/10000][0/13] Loss_D: 0.0158 Loss_G: 8.5898 D(x): 0.9889 D(G(z)): 0.0045 / 0.0025 [266/10000][0/13] Loss_D: 0.0196 Loss_G: 7.9046 D(x): 0.9928 D(G(z)): 0.0121 / 0.0029 [267/10000][0/13] Loss_D: 0.0093 Loss_G: 6.4699 D(x): 0.9957 D(G(z)): 0.0049 / 0.0023 [268/10000][0/13] Loss_D: 0.0169 Loss_G: 5.9294 D(x): 0.9954 D(G(z)): 0.0121 / 0.0038 [269/10000][0/13] Loss_D: 0.0233 Loss_G: 6.1438 D(x): 0.9985 D(G(z)): 0.0214 / 0.0032 [270/10000][0/13] Loss_D: 0.0919 Loss_G: 8.7015 D(x): 0.9992 D(G(z)): 0.0857 / 0.0014 [271/10000][0/13] Loss_D: 0.0826 Loss_G: 9.6860 D(x): 0.9970 D(G(z)): 0.0615 / 0.0934 [272/10000][0/13] Loss_D: 0.0293 Loss_G: 7.9943 D(x): 0.9953 D(G(z)): 0.0232 / 0.0037 [273/10000][0/13] Loss_D: 0.0440 Loss_G: 6.9035 D(x): 0.9952 D(G(z)): 0.0356 / 0.0017 [274/10000][0/13] Loss_D: 0.2321 Loss_G: 14.0775 D(x): 0.9981 D(G(z)): 0.1972 / 0.0000 [275/10000][0/13] Loss_D: 0.0173 Loss_G: 7.2313 D(x): 0.9866 D(G(z)): 0.0036 / 0.0022 [276/10000][0/13] Loss_D: 0.0381 Loss_G: 6.1703 D(x): 0.9966 D(G(z)): 0.0335 / 0.0038 [277/10000][0/13] Loss_D: 0.0243 Loss_G: 17.4878 D(x): 0.9805 D(G(z)): 0.0003 / 0.0007 [278/10000][0/13] Loss_D: 0.0750 Loss_G: 6.7672 D(x): 0.9871 D(G(z)): 0.0571 / 0.0023 [279/10000][0/13] Loss_D: 0.0762 Loss_G: 6.8695 D(x): 0.9986 D(G(z)): 0.0701 / 0.0031 [280/10000][0/13] Loss_D: 0.0287 Loss_G: 6.8701 D(x): 0.9780 D(G(z)): 0.0052 / 0.0020 [281/10000][0/13] Loss_D: 0.0262 Loss_G: 5.6262 D(x): 0.9926 D(G(z)): 0.0184 / 0.0050 [282/10000][0/13] Loss_D: 0.9885 Loss_G: 27.7173 D(x): 0.9736 D(G(z)): 0.3744 / 0.0007 [283/10000][0/13] Loss_D: 0.0692 Loss_G: 8.8257 D(x): 0.9764 D(G(z)): 0.0391 / 0.0013 [284/10000][0/13] Loss_D: 0.3019 Loss_G: 14.3303 D(x): 0.9984 D(G(z)): 0.1867 / 0.0000 [285/10000][0/13] Loss_D: 0.0824 Loss_G: 5.7254 D(x): 0.9464 D(G(z)): 0.0052 / 0.0103 [286/10000][0/13] Loss_D: 0.1084 Loss_G: 7.2993 D(x): 0.9942 D(G(z)): 0.0911 / 0.0017 [287/10000][0/13] Loss_D: 0.0264 Loss_G: 5.2158 D(x): 0.9871 D(G(z)): 0.0131 / 0.0109 [288/10000][0/13] Loss_D: 0.0262 Loss_G: 6.0324 D(x): 0.9969 D(G(z)): 0.0226 / 0.0035 [289/10000][0/13] Loss_D: 0.0252 Loss_G: 6.4843 D(x): 0.9847 D(G(z)): 0.0093 / 0.0022 [290/10000][0/13] Loss_D: 0.0057 Loss_G: 7.0121 D(x): 0.9979 D(G(z)): 0.0036 / 0.0014 [291/10000][0/13] Loss_D: 0.0672 Loss_G: 7.1335 D(x): 0.9934 D(G(z)): 0.0576 / 0.0032 [292/10000][0/13] Loss_D: 0.1697 Loss_G: 9.5025 D(x): 0.9988 D(G(z)): 0.1428 / 0.0004 [293/10000][0/13] Loss_D: 0.0157 Loss_G: 5.8428 D(x): 0.9943 D(G(z)): 0.0098 / 0.0035 [294/10000][0/13] Loss_D: 0.0523 Loss_G: 6.3022 D(x): 0.9959 D(G(z)): 0.0461 / 0.0029 [295/10000][0/13] Loss_D: 0.0478 Loss_G: 5.8904 D(x): 0.9586 D(G(z)): 0.0042 / 0.0036 [296/10000][0/13] Loss_D: 0.1498 Loss_G: 9.1354 D(x): 0.9982 D(G(z)): 0.1197 / 0.0024 [297/10000][0/13] Loss_D: 0.0156 Loss_G: 5.9886 D(x): 0.9988 D(G(z)): 0.0143 / 0.0036 [298/10000][0/13] Loss_D: 0.0186 Loss_G: 10.8030 D(x): 0.9836 D(G(z)): 0.0002 / 0.0010 [299/10000][0/13] Loss_D: 0.0512 Loss_G: 7.0222 D(x): 0.9922 D(G(z)): 0.0416 / 0.0014 [300/10000][0/13] Loss_D: 0.0137 Loss_G: 6.0805 D(x): 0.9925 D(G(z)): 0.0059 / 0.0029 [301/10000][0/13] Loss_D: 0.2483 Loss_G: 15.9655 D(x): 0.9995 D(G(z)): 0.1812 / 0.0000 [302/10000][0/13] Loss_D: 0.0469 Loss_G: 9.3782 D(x): 0.9948 D(G(z)): 0.0355 / 0.0004 [303/10000][0/13] Loss_D: 0.0373 Loss_G: 5.4246 D(x): 0.9716 D(G(z)): 0.0049 / 0.0096 [304/10000][0/13] Loss_D: 0.0111 Loss_G: 6.0735 D(x): 0.9955 D(G(z)): 0.0065 / 0.0030 [305/10000][0/13] Loss_D: 0.0107 Loss_G: 6.3321 D(x): 0.9993 D(G(z)): 0.0099 / 0.0031 [306/10000][0/13] Loss_D: 0.0278 Loss_G: 7.5447 D(x): 0.9937 D(G(z)): 0.0208 / 0.0026 [307/10000][0/13] Loss_D: 0.0543 Loss_G: 5.0385 D(x): 0.9566 D(G(z)): 0.0069 / 0.0096 [308/10000][0/13] Loss_D: 0.0056 Loss_G: 9.7731 D(x): 0.9952 D(G(z)): 0.0007 / 0.0059 [309/10000][0/13] Loss_D: 0.0503 Loss_G: 7.6344 D(x): 0.9737 D(G(z)): 0.0121 / 0.0051 [310/10000][0/13] Loss_D: 0.0177 Loss_G: 15.2775 D(x): 0.9889 D(G(z)): 0.0062 / 0.0018 [311/10000][0/13] Loss_D: 0.0534 Loss_G: 7.9630 D(x): 0.9977 D(G(z)): 0.0491 / 0.0007 [312/10000][0/13] Loss_D: 0.0596 Loss_G: 7.1620 D(x): 0.9610 D(G(z)): 0.0069 / 0.0022 [313/10000][0/13] Loss_D: 0.0139 Loss_G: 5.5258 D(x): 0.9974 D(G(z)): 0.0112 / 0.0049 [314/10000][0/13] Loss_D: 0.2291 Loss_G: 13.0975 D(x): 0.8581 D(G(z)): 0.0000 / 0.0052 [315/10000][0/13] Loss_D: 0.0598 Loss_G: 9.8607 D(x): 0.9708 D(G(z)): 0.0237 / 0.0002 [316/10000][0/13] Loss_D: 0.0202 Loss_G: 6.4134 D(x): 0.9936 D(G(z)): 0.0136 / 0.0029 [317/10000][0/13] Loss_D: 0.0116 Loss_G: 6.7420 D(x): 0.9971 D(G(z)): 0.0086 / 0.0029 [318/10000][0/13] Loss_D: 0.0382 Loss_G: 7.7796 D(x): 0.9941 D(G(z)): 0.0312 / 0.0013 [319/10000][0/13] Loss_D: 0.0122 Loss_G: 7.2701 D(x): 0.9903 D(G(z)): 0.0023 / 0.0011 [320/10000][0/13] Loss_D: 0.0457 Loss_G: 6.4151 D(x): 0.9731 D(G(z)): 0.0159 / 0.0024 [321/10000][0/13] Loss_D: 0.0111 Loss_G: 8.7826 D(x): 0.9910 D(G(z)): 0.0020 / 0.0012 [322/10000][0/13] Loss_D: 1.1778 Loss_G: 29.5845 D(x): 0.9583 D(G(z)): 0.2003 / 0.0004 [323/10000][0/13] Loss_D: 0.0197 Loss_G: 21.6384 D(x): 0.9896 D(G(z)): 0.0087 / 0.0008 [324/10000][0/13] Loss_D: 0.0737 Loss_G: 8.4432 D(x): 0.9998 D(G(z)): 0.0687 / 0.0008 [325/10000][0/13] Loss_D: 0.0663 Loss_G: 7.9512 D(x): 0.9935 D(G(z)): 0.0557 / 0.0009 [326/10000][0/13] Loss_D: 0.0195 Loss_G: 6.5348 D(x): 0.9933 D(G(z)): 0.0124 / 0.0023 [327/10000][0/13] Loss_D: 0.0437 Loss_G: 5.7138 D(x): 0.9651 D(G(z)): 0.0040 / 0.0048 [328/10000][0/13] Loss_D: 0.3429 Loss_G: 26.2301 D(x): 0.8897 D(G(z)): 0.0000 / 0.0000 [329/10000][0/13] Loss_D: 0.1815 Loss_G: 12.6171 D(x): 0.9971 D(G(z)): 0.1517 / 0.0000 [330/10000][0/13] Loss_D: 0.0054 Loss_G: 10.1288 D(x): 0.9992 D(G(z)): 0.0045 / 0.0011 [331/10000][0/13] Loss_D: 0.0138 Loss_G: 11.1268 D(x): 0.9879 D(G(z)): 0.0011 / 0.0003 [332/10000][0/13] Loss_D: 0.0624 Loss_G: 7.4300 D(x): 0.9947 D(G(z)): 0.0548 / 0.0013 [333/10000][0/13] Loss_D: 0.0308 Loss_G: 5.8941 D(x): 0.9836 D(G(z)): 0.0136 / 0.0043 [334/10000][0/13] Loss_D: 0.0154 Loss_G: 8.6121 D(x): 0.9864 D(G(z)): 0.0012 / 0.0003 [335/10000][0/13] Loss_D: 0.0773 Loss_G: 5.2640 D(x): 0.9399 D(G(z)): 0.0088 / 0.0141 [336/10000][0/13] Loss_D: 0.0596 Loss_G: 5.2355 D(x): 0.9678 D(G(z)): 0.0096 / 0.0193 [337/10000][0/13] Loss_D: 0.0313 Loss_G: 7.3995 D(x): 0.9914 D(G(z)): 0.0220 / 0.0013 [338/10000][0/13] Loss_D: 0.0204 Loss_G: 6.4561 D(x): 0.9837 D(G(z)): 0.0037 / 0.0021 [339/10000][0/13] Loss_D: 0.0288 Loss_G: 5.1143 D(x): 0.9906 D(G(z)): 0.0188 / 0.0078 [340/10000][0/13] Loss_D: 0.0112 Loss_G: 6.5498 D(x): 0.9971 D(G(z)): 0.0082 / 0.0027 [341/10000][0/13] Loss_D: 0.0278 Loss_G: 5.1471 D(x): 0.9879 D(G(z)): 0.0143 / 0.0086 [342/10000][0/13] Loss_D: 0.0835 Loss_G: 9.4128 D(x): 0.9995 D(G(z)): 0.0762 / 0.0005 [343/10000][0/13] Loss_D: 0.0168 Loss_G: 6.1610 D(x): 0.9956 D(G(z)): 0.0122 / 0.0032 [344/10000][0/13] Loss_D: 0.0216 Loss_G: 5.4578 D(x): 0.9983 D(G(z)): 0.0195 / 0.0056 [345/10000][0/13] Loss_D: 0.0046 Loss_G: 7.1081 D(x): 0.9995 D(G(z)): 0.0041 / 0.0016 [346/10000][0/13] Loss_D: 0.0127 Loss_G: 6.6149 D(x): 0.9909 D(G(z)): 0.0035 / 0.0017 [347/10000][0/13] Loss_D: 0.0963 Loss_G: 11.6713 D(x): 0.9996 D(G(z)): 0.0790 / 0.0055 [348/10000][0/13] Loss_D: 0.0296 Loss_G: 7.7053 D(x): 0.9994 D(G(z)): 0.0278 / 0.0014 [349/10000][0/13] Loss_D: 0.0044 Loss_G: 8.2505 D(x): 0.9991 D(G(z)): 0.0034 / 0.0009 [350/10000][0/13] Loss_D: 0.0213 Loss_G: 6.7421 D(x): 0.9981 D(G(z)): 0.0190 / 0.0016 [351/10000][0/13] Loss_D: 0.0185 Loss_G: 5.6946 D(x): 0.9927 D(G(z)): 0.0110 / 0.0045 [352/10000][0/13] Loss_D: 0.0065 Loss_G: 5.8336 D(x): 0.9989 D(G(z)): 0.0054 / 0.0047 [353/10000][0/13] Loss_D: 0.0237 Loss_G: 6.8915 D(x): 0.9793 D(G(z)): 0.0022 / 0.0019 [354/10000][0/13] Loss_D: 0.0217 Loss_G: 6.7909 D(x): 0.9961 D(G(z)): 0.0173 / 0.0021 [355/10000][0/13] Loss_D: 0.0844 Loss_G: 10.4200 D(x): 0.9987 D(G(z)): 0.0761 / 0.0008 [356/10000][0/13] Loss_D: 0.0137 Loss_G: 6.4143 D(x): 0.9904 D(G(z)): 0.0039 / 0.0021 [357/10000][0/13] Loss_D: 0.0102 Loss_G: 6.9846 D(x): 0.9925 D(G(z)): 0.0024 / 0.0022 [358/10000][0/13] Loss_D: 0.1291 Loss_G: 15.2051 D(x): 0.9996 D(G(z)): 0.1006 / 0.0006 [359/10000][0/13] Loss_D: 0.0110 Loss_G: 14.9728 D(x): 0.9938 D(G(z)): 0.0044 / 0.0036 [360/10000][0/13] Loss_D: 0.1977 Loss_G: 23.3336 D(x): 0.8988 D(G(z)): 0.0000 / 0.0008 [361/10000][0/13] Loss_D: 0.0064 Loss_G: 10.1455 D(x): 0.9946 D(G(z)): 0.0009 / 0.0005 [362/10000][0/13] Loss_D: 0.1086 Loss_G: 7.6282 D(x): 0.9445 D(G(z)): 0.0061 / 0.0036 [363/10000][0/13] Loss_D: 0.0316 Loss_G: 8.1299 D(x): 0.9993 D(G(z)): 0.0292 / 0.0014 [364/10000][0/13] Loss_D: 0.0066 Loss_G: 7.1462 D(x): 0.9980 D(G(z)): 0.0045 / 0.0016 [365/10000][0/13] Loss_D: 0.0196 Loss_G: 13.9509 D(x): 0.9962 D(G(z)): 0.0153 / 0.0009 [366/10000][0/13] Loss_D: 0.0280 Loss_G: 6.0804 D(x): 0.9828 D(G(z)): 0.0099 / 0.0035 [367/10000][0/13] Loss_D: 0.0085 Loss_G: 7.0071 D(x): 0.9959 D(G(z)): 0.0042 / 0.0017 [368/10000][0/13] Loss_D: 0.0067 Loss_G: 6.7297 D(x): 0.9998 D(G(z)): 0.0064 / 0.0020 [369/10000][0/13] Loss_D: 0.0111 Loss_G: 6.8447 D(x): 0.9999 D(G(z)): 0.0109 / 0.0012 [370/10000][0/13] Loss_D: 0.0012 Loss_G: 13.3221 D(x): 0.9990 D(G(z)): 0.0002 / 0.0000 [371/10000][0/13] Loss_D: 0.0341 Loss_G: 7.1696 D(x): 0.9989 D(G(z)): 0.0318 / 0.0018 [372/10000][0/13] Loss_D: 0.0298 Loss_G: 6.5218 D(x): 0.9886 D(G(z)): 0.0179 / 0.0032 [373/10000][0/13] Loss_D: 0.0167 Loss_G: 7.5700 D(x): 0.9873 D(G(z)): 0.0037 / 0.0023 [374/10000][0/13] Loss_D: 0.1200 Loss_G: 12.5213 D(x): 0.9984 D(G(z)): 0.1070 / 0.0000 [375/10000][0/13] Loss_D: 0.0071 Loss_G: 7.4389 D(x): 0.9978 D(G(z)): 0.0049 / 0.0013 [376/10000][0/13] Loss_D: 0.0185 Loss_G: 9.1048 D(x): 0.9970 D(G(z)): 0.0153 / 0.0015 [377/10000][0/13] Loss_D: 0.0135 Loss_G: 6.4011 D(x): 0.9954 D(G(z)): 0.0087 / 0.0022 [378/10000][0/13] Loss_D: 0.0840 Loss_G: 7.9747 D(x): 0.9547 D(G(z)): 0.0060 / 0.0024 [379/10000][0/13] Loss_D: 0.0416 Loss_G: 21.9638 D(x): 0.9979 D(G(z)): 0.0318 / 0.0002 [380/10000][0/13] Loss_D: 0.0796 Loss_G: 12.5415 D(x): 0.9448 D(G(z)): 0.0033 / 0.0010 [381/10000][0/13] Loss_D: 0.0440 Loss_G: 7.2956 D(x): 0.9888 D(G(z)): 0.0313 / 0.0012 [382/10000][0/13] Loss_D: 0.0390 Loss_G: 6.4167 D(x): 0.9965 D(G(z)): 0.0344 / 0.0025 [383/10000][0/13] Loss_D: 0.0369 Loss_G: 7.3635 D(x): 0.9993 D(G(z)): 0.0347 / 0.0013 [384/10000][0/13] Loss_D: 0.0085 Loss_G: 6.5882 D(x): 0.9995 D(G(z)): 0.0079 / 0.0021 [385/10000][0/13] Loss_D: 0.4519 Loss_G: 20.7651 D(x): 0.9672 D(G(z)): 0.0756 / 0.0008 [386/10000][0/13] Loss_D: 0.0225 Loss_G: 7.7717 D(x): 0.9956 D(G(z)): 0.0176 / 0.0014 [387/10000][0/13] Loss_D: 0.0108 Loss_G: 8.0545 D(x): 0.9910 D(G(z)): 0.0016 / 0.0014 [388/10000][0/13] Loss_D: 0.0162 Loss_G: 6.3078 D(x): 0.9900 D(G(z)): 0.0054 / 0.0031 [389/10000][0/13] Loss_D: 0.0273 Loss_G: 17.3394 D(x): 0.9991 D(G(z)): 0.0240 / 0.0028 [390/10000][0/13] Loss_D: 0.0219 Loss_G: 7.9431 D(x): 0.9822 D(G(z)): 0.0018 / 0.0007 [391/10000][0/13] Loss_D: 0.0094 Loss_G: 6.7552 D(x): 0.9978 D(G(z)): 0.0071 / 0.0015 [392/10000][0/13] Loss_D: 0.0075 Loss_G: 8.7988 D(x): 0.9974 D(G(z)): 0.0049 / 0.0008 [393/10000][0/13] Loss_D: 0.0076 Loss_G: 6.7136 D(x): 0.9982 D(G(z)): 0.0058 / 0.0021 [394/10000][0/13] Loss_D: 0.0091 Loss_G: 6.3340 D(x): 0.9970 D(G(z)): 0.0061 / 0.0027 [395/10000][0/13] Loss_D: 0.0049 Loss_G: 9.8987 D(x): 0.9959 D(G(z)): 0.0006 / 0.0001 [396/10000][0/13] Loss_D: 5.2842 Loss_G: 31.6174 D(x): 0.1955 D(G(z)): 0.0000 / 0.1770 [397/10000][0/13] Loss_D: 0.5541 Loss_G: 28.0247 D(x): 0.9966 D(G(z)): 0.2293 / 0.0000 [398/10000][0/13] Loss_D: 0.0840 Loss_G: 16.3580 D(x): 0.9547 D(G(z)): 0.0289 / 0.0000 [399/10000][0/13] Loss_D: 0.0085 Loss_G: 14.8129 D(x): 0.9986 D(G(z)): 0.0067 / 0.0064 [400/10000][0/13] Loss_D: 0.1111 Loss_G: 12.0874 D(x): 0.9252 D(G(z)): 0.0002 / 0.0000 [401/10000][0/13] Loss_D: 0.0647 Loss_G: 7.8662 D(x): 0.9704 D(G(z)): 0.0256 / 0.0025 [402/10000][0/13] Loss_D: 0.0268 Loss_G: 8.1697 D(x): 0.9982 D(G(z)): 0.0243 / 0.0019 [403/10000][0/13] Loss_D: 0.0376 Loss_G: 8.5832 D(x): 0.9828 D(G(z)): 0.0189 / 0.0029 [404/10000][0/13] Loss_D: 0.0573 Loss_G: 8.7682 D(x): 0.9928 D(G(z)): 0.0473 / 0.0005 [405/10000][0/13] Loss_D: 0.0564 Loss_G: 9.0646 D(x): 0.9967 D(G(z)): 0.0500 / 0.0007 [406/10000][0/13] Loss_D: 0.1722 Loss_G: 19.5554 D(x): 0.9001 D(G(z)): 0.0042 / 0.0110 [407/10000][0/13] Loss_D: 0.1068 Loss_G: 6.5919 D(x): 0.9231 D(G(z)): 0.0079 / 0.0088 [408/10000][0/13] Loss_D: 0.0477 Loss_G: 6.4325 D(x): 0.9836 D(G(z)): 0.0294 / 0.0022 [409/10000][0/13] Loss_D: 0.1289 Loss_G: 9.7672 D(x): 0.9995 D(G(z)): 0.0846 / 0.0004 [410/10000][0/13] Loss_D: 0.0295 Loss_G: 6.6419 D(x): 0.9809 D(G(z)): 0.0090 / 0.0024 [411/10000][0/13] Loss_D: 0.0120 Loss_G: 12.5315 D(x): 0.9954 D(G(z)): 0.0070 / 0.0021 [412/10000][0/13] Loss_D: 0.0014 Loss_G: 11.6258 D(x): 0.9987 D(G(z)): 0.0000 / 0.0000 [413/10000][0/13] Loss_D: 0.3883 Loss_G: 19.9140 D(x): 0.7956 D(G(z)): 0.0000 / 0.0000 [414/10000][0/13] Loss_D: 0.0222 Loss_G: 9.2781 D(x): 0.9940 D(G(z)): 0.0158 / 0.0018 [415/10000][0/13] Loss_D: 0.0592 Loss_G: 8.4471 D(x): 0.9990 D(G(z)): 0.0558 / 0.0008 [416/10000][0/13] Loss_D: 0.0190 Loss_G: 8.0727 D(x): 0.9985 D(G(z)): 0.0171 / 0.0036 [417/10000][0/13] Loss_D: 0.0495 Loss_G: 6.0095 D(x): 0.9817 D(G(z)): 0.0293 / 0.0030 [418/10000][0/13] Loss_D: 0.0351 Loss_G: 5.9551 D(x): 0.9896 D(G(z)): 0.0239 / 0.0032 [419/10000][0/13] Loss_D: 0.1393 Loss_G: 12.0726 D(x): 0.9971 D(G(z)): 0.1208 / 0.0002 [420/10000][0/13] Loss_D: 0.0817 Loss_G: 6.4787 D(x): 0.9608 D(G(z)): 0.0377 / 0.0027 [421/10000][0/13] Loss_D: 1.7598 Loss_G: 26.1187 D(x): 0.9998 D(G(z)): 0.3818 / 0.0000 [422/10000][0/13] Loss_D: 0.1205 Loss_G: 13.2290 D(x): 0.9597 D(G(z)): 0.0008 / 0.0010 [423/10000][0/13] Loss_D: 0.0152 Loss_G: 17.7723 D(x): 0.9895 D(G(z)): 0.0043 / 0.0012 [424/10000][0/13] Loss_D: 0.3022 Loss_G: 26.7049 D(x): 0.9999 D(G(z)): 0.1901 / 0.0000 [425/10000][0/13] Loss_D: 0.0176 Loss_G: 12.2355 D(x): 0.9993 D(G(z)): 0.0162 / 0.0016 [426/10000][0/13] Loss_D: 0.0392 Loss_G: 11.8298 D(x): 0.9991 D(G(z)): 0.0360 / 0.0012 [427/10000][0/13] Loss_D: 0.1163 Loss_G: 20.7403 D(x): 0.9989 D(G(z)): 0.0863 / 0.0001 [428/10000][0/13] Loss_D: 0.0114 Loss_G: 12.6720 D(x): 0.9949 D(G(z)): 0.0062 / 0.0005 [429/10000][0/13] Loss_D: 0.0794 Loss_G: 6.0359 D(x): 0.9520 D(G(z)): 0.0241 / 0.0028 [430/10000][0/13] Loss_D: 0.0139 Loss_G: 6.9520 D(x): 0.9921 D(G(z)): 0.0058 / 0.0015 [431/10000][0/13] Loss_D: 0.0138 Loss_G: 7.3308 D(x): 0.9964 D(G(z)): 0.0101 / 0.0009 [432/10000][0/13] Loss_D: 0.0196 Loss_G: 7.0324 D(x): 0.9980 D(G(z)): 0.0172 / 0.0012 [433/10000][0/13] Loss_D: 0.0293 Loss_G: 6.3350 D(x): 0.9852 D(G(z)): 0.0138 / 0.0023 [434/10000][0/13] Loss_D: 0.0093 Loss_G: 6.1971 D(x): 0.9939 D(G(z)): 0.0031 / 0.0024 [435/10000][0/13] Loss_D: 0.0448 Loss_G: 5.5122 D(x): 0.9772 D(G(z)): 0.0198 / 0.0046 [436/10000][0/13] Loss_D: 0.0165 Loss_G: 8.0942 D(x): 0.9997 D(G(z)): 0.0159 / 0.0012 [437/10000][0/13] Loss_D: 0.0096 Loss_G: 9.0653 D(x): 0.9919 D(G(z)): 0.0011 / 0.0003 [438/10000][0/13] Loss_D: 0.1578 Loss_G: 11.5167 D(x): 0.9974 D(G(z)): 0.1258 / 0.0000 [439/10000][0/13] Loss_D: 0.2056 Loss_G: 10.1161 D(x): 1.0000 D(G(z)): 0.1751 / 0.0013 [440/10000][0/13] Loss_D: 0.0249 Loss_G: 6.0409 D(x): 0.9940 D(G(z)): 0.0185 / 0.0032 [441/10000][0/13] Loss_D: 0.0033 Loss_G: 11.4623 D(x): 0.9980 D(G(z)): 0.0013 / 0.0017 [442/10000][0/13] Loss_D: 0.0530 Loss_G: 5.9848 D(x): 0.9567 D(G(z)): 0.0043 / 0.0033 [443/10000][0/13] Loss_D: 0.0475 Loss_G: 7.4015 D(x): 0.9881 D(G(z)): 0.0340 / 0.0009 [444/10000][0/13] Loss_D: 0.0292 Loss_G: 5.7300 D(x): 0.9947 D(G(z)): 0.0233 / 0.0048 [445/10000][0/13] Loss_D: 0.2727 Loss_G: 17.3936 D(x): 0.9946 D(G(z)): 0.2043 / 0.0004 [446/10000][0/13] Loss_D: 0.1763 Loss_G: 12.8167 D(x): 0.9999 D(G(z)): 0.1141 / 0.0008 [447/10000][0/13] Loss_D: 0.0147 Loss_G: 6.8818 D(x): 0.9946 D(G(z)): 0.0092 / 0.0016 [448/10000][0/13] Loss_D: 0.0252 Loss_G: 9.7739 D(x): 0.9798 D(G(z)): 0.0035 / 0.0005 [449/10000][0/13] Loss_D: 0.0334 Loss_G: 12.2822 D(x): 0.9985 D(G(z)): 0.0297 / 0.0125 [450/10000][0/13] Loss_D: 0.0367 Loss_G: 6.5874 D(x): 0.9902 D(G(z)): 0.0259 / 0.0024 [451/10000][0/13] Loss_D: 0.0582 Loss_G: 7.4236 D(x): 0.9959 D(G(z)): 0.0518 / 0.0021 [452/10000][0/13] Loss_D: 0.0171 Loss_G: 5.9390 D(x): 0.9963 D(G(z)): 0.0133 / 0.0029 [453/10000][0/13] Loss_D: 0.0202 Loss_G: 6.0985 D(x): 0.9910 D(G(z)): 0.0109 / 0.0030 [454/10000][0/13] Loss_D: 0.0121 Loss_G: 6.0044 D(x): 0.9984 D(G(z)): 0.0104 / 0.0029 [455/10000][0/13] Loss_D: 0.0474 Loss_G: 5.9923 D(x): 0.9875 D(G(z)): 0.0319 / 0.0031 [456/10000][0/13] Loss_D: 0.0179 Loss_G: 5.8604 D(x): 0.9899 D(G(z)): 0.0076 / 0.0062 [457/10000][0/13] Loss_D: 0.0305 Loss_G: 5.6372 D(x): 0.9885 D(G(z)): 0.0185 / 0.0044 [458/10000][0/13] Loss_D: 0.2506 Loss_G: 7.3651 D(x): 0.8242 D(G(z)): 0.0001 / 0.0015 [459/10000][0/13] Loss_D: 0.0138 Loss_G: 6.5846 D(x): 0.9945 D(G(z)): 0.0082 / 0.0023 [460/10000][0/13] Loss_D: 0.0937 Loss_G: 22.0795 D(x): 0.9483 D(G(z)): 0.0051 / 0.0100 [461/10000][0/13] Loss_D: 0.1089 Loss_G: 16.3718 D(x): 0.9993 D(G(z)): 0.0963 / 0.0058 [462/10000][0/13] Loss_D: 0.0221 Loss_G: 7.8977 D(x): 0.9846 D(G(z)): 0.0061 / 0.0039 [463/10000][0/13] Loss_D: 0.0023 Loss_G: 7.5277 D(x): 0.9996 D(G(z)): 0.0019 / 0.0011 [464/10000][0/13] Loss_D: 0.0113 Loss_G: 7.6884 D(x): 0.9943 D(G(z)): 0.0055 / 0.0008 [465/10000][0/13] Loss_D: 0.0295 Loss_G: 6.3127 D(x): 0.9862 D(G(z)): 0.0135 / 0.0040 [466/10000][0/13] Loss_D: 0.0117 Loss_G: 6.2606 D(x): 0.9928 D(G(z)): 0.0044 / 0.0024 [467/10000][0/13] Loss_D: 0.0038 Loss_G: 9.4741 D(x): 0.9988 D(G(z)): 0.0026 / 0.0007 [468/10000][0/13] Loss_D: 0.0248 Loss_G: 6.0929 D(x): 0.9884 D(G(z)): 0.0127 / 0.0032 [469/10000][0/13] Loss_D: 0.0226 Loss_G: 6.3185 D(x): 0.9825 D(G(z)): 0.0036 / 0.0043 [470/10000][0/13] Loss_D: 0.0269 Loss_G: 7.0630 D(x): 0.9756 D(G(z)): 0.0011 / 0.0014 [471/10000][0/13] Loss_D: 0.0141 Loss_G: 6.3328 D(x): 0.9901 D(G(z)): 0.0039 / 0.0024 [472/10000][0/13] Loss_D: 0.1472 Loss_G: 12.4918 D(x): 0.9915 D(G(z)): 0.0935 / 0.0006 [473/10000][0/13] Loss_D: 0.1280 Loss_G: 12.6927 D(x): 0.9901 D(G(z)): 0.0791 / 0.0001 [474/10000][0/13] Loss_D: 0.0968 Loss_G: 5.0707 D(x): 0.9325 D(G(z)): 0.0143 / 0.0102 [475/10000][0/13] Loss_D: 0.0140 Loss_G: 6.8801 D(x): 0.9906 D(G(z)): 0.0044 / 0.0018 [476/10000][0/13] Loss_D: 0.0221 Loss_G: 6.5625 D(x): 0.9964 D(G(z)): 0.0181 / 0.0019 [477/10000][0/13] Loss_D: 0.0087 Loss_G: 6.4414 D(x): 0.9991 D(G(z)): 0.0078 / 0.0021 [478/10000][0/13] Loss_D: 0.0238 Loss_G: 5.9316 D(x): 0.9972 D(G(z)): 0.0207 / 0.0031 [479/10000][0/13] Loss_D: 0.0263 Loss_G: 5.9729 D(x): 0.9994 D(G(z)): 0.0249 / 0.0036 [480/10000][0/13] Loss_D: 0.0247 Loss_G: 6.1850 D(x): 0.9987 D(G(z)): 0.0229 / 0.0029 [481/10000][0/13] Loss_D: 0.0276 Loss_G: 5.6019 D(x): 0.9809 D(G(z)): 0.0066 / 0.0059 [482/10000][0/13] Loss_D: 0.0054 Loss_G: 6.7959 D(x): 0.9990 D(G(z)): 0.0044 / 0.0018 [483/10000][0/13] Loss_D: 0.0051 Loss_G: 7.4886 D(x): 0.9981 D(G(z)): 0.0031 / 0.0009 [484/10000][0/13] Loss_D: 0.5305 Loss_G: 24.5204 D(x): 0.8052 D(G(z)): 0.0000 / 0.0000 [485/10000][0/13] Loss_D: 0.0146 Loss_G: 7.6253 D(x): 0.9972 D(G(z)): 0.0116 / 0.0009 [486/10000][0/13] Loss_D: 0.0079 Loss_G: 7.2798 D(x): 0.9989 D(G(z)): 0.0067 / 0.0010 [487/10000][0/13] Loss_D: 0.0082 Loss_G: 6.8543 D(x): 0.9996 D(G(z)): 0.0077 / 0.0018 [488/10000][0/13] Loss_D: 0.0195 Loss_G: 6.4020 D(x): 0.9884 D(G(z)): 0.0055 / 0.0026 [489/10000][0/13] Loss_D: 0.0098 Loss_G: 6.5535 D(x): 0.9958 D(G(z)): 0.0056 / 0.0035 [490/10000][0/13] Loss_D: 1.3041 Loss_G: 37.7432 D(x): 0.8905 D(G(z)): 0.2500 / 0.0000 [491/10000][0/13] Loss_D: 0.0095 Loss_G: 15.3577 D(x): 0.9945 D(G(z)): 0.0038 / 0.0010 [492/10000][0/13] Loss_D: 0.0411 Loss_G: 15.0132 D(x): 0.9650 D(G(z)): 0.0002 / 0.0000 [493/10000][0/13] Loss_D: 0.0335 Loss_G: 7.6851 D(x): 0.9994 D(G(z)): 0.0317 / 0.0030 [494/10000][0/13] Loss_D: 0.5175 Loss_G: 26.0639 D(x): 0.9992 D(G(z)): 0.3010 / 0.0000 [495/10000][0/13] Loss_D: 0.0244 Loss_G: 12.9162 D(x): 0.9927 D(G(z)): 0.0164 / 0.0026 [496/10000][0/13] Loss_D: 0.1208 Loss_G: 23.1232 D(x): 0.9177 D(G(z)): 0.0002 / 0.0008 [497/10000][0/13] Loss_D: 0.0064 Loss_G: 6.7030 D(x): 0.9985 D(G(z)): 0.0049 / 0.0049 [498/10000][0/13] Loss_D: 1.9007 Loss_G: 9.0003 D(x): 0.8724 D(G(z)): 0.0126 / 0.0062 [499/10000][0/13] Loss_D: 0.0092 Loss_G: 9.8736 D(x): 0.9928 D(G(z)): 0.0019 / 0.0013 [500/10000][0/13] Loss_D: 0.0090 Loss_G: 6.8044 D(x): 0.9950 D(G(z)): 0.0039 / 0.0020 [501/10000][0/13] Loss_D: 0.0270 Loss_G: 6.2314 D(x): 0.9957 D(G(z)): 0.0221 / 0.0027 [502/10000][0/13] Loss_D: 0.1062 Loss_G: 21.7146 D(x): 0.9980 D(G(z)): 0.0805 / 0.0020 [503/10000][0/13] Loss_D: 0.0538 Loss_G: 7.2464 D(x): 0.9821 D(G(z)): 0.0325 / 0.0013 [504/10000][0/13] Loss_D: 0.0222 Loss_G: 5.8087 D(x): 0.9967 D(G(z)): 0.0186 / 0.0041 [505/10000][0/13] Loss_D: 0.0350 Loss_G: 9.9727 D(x): 0.9866 D(G(z)): 0.0183 / 0.0064 [506/10000][0/13] Loss_D: 0.3322 Loss_G: 16.0658 D(x): 0.9994 D(G(z)): 0.2546 / 0.0000 [507/10000][0/13] Loss_D: 0.2092 Loss_G: 14.1135 D(x): 0.8729 D(G(z)): 0.0008 / 0.0059 [508/10000][0/13] Loss_D: 0.0164 Loss_G: 7.0043 D(x): 0.9889 D(G(z)): 0.0045 / 0.0014 [509/10000][0/13] Loss_D: 0.0304 Loss_G: 6.8203 D(x): 0.9731 D(G(z)): 0.0019 / 0.0017 [510/10000][0/13] Loss_D: 0.0065 Loss_G: 6.5539 D(x): 0.9989 D(G(z)): 0.0054 / 0.0019 [511/10000][0/13] Loss_D: 0.1527 Loss_G: 12.8641 D(x): 0.9683 D(G(z)): 0.0105 / 0.0016 [512/10000][0/13] Loss_D: 0.0077 Loss_G: 6.6803 D(x): 0.9980 D(G(z)): 0.0056 / 0.0017 [513/10000][0/13] Loss_D: 0.0181 Loss_G: 19.1646 D(x): 0.9829 D(G(z)): 0.0000 / 0.0000 [514/10000][0/13] Loss_D: 0.1334 Loss_G: 17.2270 D(x): 0.9693 D(G(z)): 0.0089 / 0.0016 [515/10000][0/13] Loss_D: 0.0070 Loss_G: 7.2282 D(x): 0.9990 D(G(z)): 0.0060 / 0.0011 [516/10000][0/13] Loss_D: 0.0054 Loss_G: 5.9816 D(x): 0.9999 D(G(z)): 0.0053 / 0.0036 [517/10000][0/13] Loss_D: 0.0165 Loss_G: 6.1854 D(x): 0.9920 D(G(z)): 0.0081 / 0.0030 [518/10000][0/13] Loss_D: 0.0101 Loss_G: 6.6310 D(x): 0.9982 D(G(z)): 0.0082 / 0.0022 [519/10000][0/13] Loss_D: 0.0002 Loss_G: 21.0371 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [520/10000][0/13] Loss_D: 0.0196 Loss_G: 14.0787 D(x): 0.9997 D(G(z)): 0.0189 / 0.0074 [521/10000][0/13] Loss_D: 0.0485 Loss_G: 8.8263 D(x): 0.9723 D(G(z)): 0.0110 / 0.0021 [522/10000][0/13] Loss_D: 0.0040 Loss_G: 11.1598 D(x): 0.9969 D(G(z)): 0.0008 / 0.0017 [523/10000][0/13] Loss_D: 0.0280 Loss_G: 6.4097 D(x): 0.9789 D(G(z)): 0.0038 / 0.0022 [524/10000][0/13] Loss_D: 0.0264 Loss_G: 6.4715 D(x): 0.9839 D(G(z)): 0.0087 / 0.0035 [525/10000][0/13] Loss_D: 0.0179 Loss_G: 6.4911 D(x): 0.9876 D(G(z)): 0.0052 / 0.0027 [526/10000][0/13] Loss_D: 0.0355 Loss_G: 6.4781 D(x): 0.9992 D(G(z)): 0.0333 / 0.0021 [527/10000][0/13] Loss_D: 0.1516 Loss_G: 9.7954 D(x): 0.9837 D(G(z)): 0.1072 / 0.0012 [528/10000][0/13] Loss_D: 0.0097 Loss_G: 14.3679 D(x): 0.9924 D(G(z)): 0.0016 / 0.0006 [529/10000][0/13] Loss_D: 0.0549 Loss_G: 16.1484 D(x): 0.9951 D(G(z)): 0.0447 / 0.0004 [530/10000][0/13] Loss_D: 0.0036 Loss_G: 8.3780 D(x): 0.9990 D(G(z)): 0.0026 / 0.0011 [531/10000][0/13] Loss_D: 0.0325 Loss_G: 7.3804 D(x): 0.9973 D(G(z)): 0.0287 / 0.0011 [532/10000][0/13] Loss_D: 0.0764 Loss_G: 8.5308 D(x): 0.9983 D(G(z)): 0.0691 / 0.0015 [533/10000][0/13] Loss_D: 0.0126 Loss_G: 6.7512 D(x): 0.9911 D(G(z)): 0.0035 / 0.0020 [534/10000][0/13] Loss_D: 0.0151 Loss_G: 9.4196 D(x): 0.9994 D(G(z)): 0.0141 / 0.0021 [535/10000][0/13] Loss_D: 0.0130 Loss_G: 12.3108 D(x): 0.9918 D(G(z)): 0.0041 / 0.0035 [536/10000][0/13] Loss_D: 0.0556 Loss_G: 6.2957 D(x): 0.9618 D(G(z)): 0.0131 / 0.0041 [537/10000][0/13] Loss_D: 0.0247 Loss_G: 6.3272 D(x): 0.9999 D(G(z)): 0.0237 / 0.0028 [538/10000][0/13] Loss_D: 0.0168 Loss_G: 5.9995 D(x): 0.9960 D(G(z)): 0.0126 / 0.0036 [539/10000][0/13] Loss_D: 0.0068 Loss_G: 7.5942 D(x): 0.9951 D(G(z)): 0.0019 / 0.0008 [540/10000][0/13] Loss_D: 0.0104 Loss_G: 9.2851 D(x): 0.9905 D(G(z)): 0.0002 / 0.0002 [541/10000][0/13] Loss_D: 0.0147 Loss_G: 5.9046 D(x): 0.9947 D(G(z)): 0.0093 / 0.0032 [542/10000][0/13] Loss_D: 0.0050 Loss_G: 6.3841 D(x): 0.9994 D(G(z)): 0.0044 / 0.0023 [543/10000][0/13] Loss_D: 0.0386 Loss_G: 6.2962 D(x): 0.9919 D(G(z)): 0.0298 / 0.0022 [544/10000][0/13] Loss_D: 0.0129 Loss_G: 15.4254 D(x): 0.9875 D(G(z)): 0.0000 / 0.0000 [545/10000][0/13] Loss_D: 0.0133 Loss_G: 5.8227 D(x): 0.9924 D(G(z)): 0.0054 / 0.0036 [546/10000][0/13] Loss_D: 0.0455 Loss_G: 5.4018 D(x): 0.9695 D(G(z)): 0.0125 / 0.0139 [547/10000][0/13] Loss_D: 0.0075 Loss_G: 6.2867 D(x): 0.9972 D(G(z)): 0.0047 / 0.0025 [548/10000][0/13] Loss_D: 0.3143 Loss_G: 18.4379 D(x): 0.9996 D(G(z)): 0.1846 / 0.0004 [549/10000][0/13] Loss_D: 0.2968 Loss_G: 25.7114 D(x): 0.9258 D(G(z)): 0.0001 / 0.0004 [550/10000][0/13] Loss_D: 0.0411 Loss_G: 7.3932 D(x): 0.9788 D(G(z)): 0.0108 / 0.0010 [551/10000][0/13] Loss_D: 0.0588 Loss_G: 8.7325 D(x): 0.9988 D(G(z)): 0.0535 / 0.0005 [552/10000][0/13] Loss_D: 0.0718 Loss_G: 5.3882 D(x): 0.9556 D(G(z)): 0.0222 / 0.0062 [553/10000][0/13] Loss_D: 0.0227 Loss_G: 6.1335 D(x): 0.9965 D(G(z)): 0.0188 / 0.0027 [554/10000][0/13] Loss_D: 0.0037 Loss_G: 7.5051 D(x): 0.9993 D(G(z)): 0.0031 / 0.0008 [555/10000][0/13] Loss_D: 0.0225 Loss_G: 6.0739 D(x): 0.9904 D(G(z)): 0.0126 / 0.0029 [556/10000][0/13] Loss_D: 0.0048 Loss_G: 11.4623 D(x): 0.9980 D(G(z)): 0.0028 / 0.0013 [557/10000][0/13] Loss_D: 0.0222 Loss_G: 6.7358 D(x): 0.9807 D(G(z)): 0.0023 / 0.0019 [558/10000][0/13] Loss_D: 0.0081 Loss_G: 7.2723 D(x): 0.9962 D(G(z)): 0.0043 / 0.0017 [559/10000][0/13] Loss_D: 0.0100 Loss_G: 5.8886 D(x): 0.9975 D(G(z)): 0.0075 / 0.0031 [560/10000][0/13] Loss_D: 0.0173 Loss_G: 6.3083 D(x): 0.9976 D(G(z)): 0.0147 / 0.0022 [561/10000][0/13] Loss_D: 0.1467 Loss_G: 14.9207 D(x): 0.9995 D(G(z)): 0.1279 / 0.0001 [562/10000][0/13] Loss_D: 0.0039 Loss_G: 10.9180 D(x): 0.9993 D(G(z)): 0.0032 / 0.0018 [563/10000][0/13] Loss_D: 0.0113 Loss_G: 6.0618 D(x): 0.9991 D(G(z)): 0.0103 / 0.0040 [564/10000][0/13] Loss_D: 0.0062 Loss_G: 7.6192 D(x): 0.9960 D(G(z)): 0.0020 / 0.0008 [565/10000][0/13] Loss_D: 0.0091 Loss_G: 6.5511 D(x): 0.9984 D(G(z)): 0.0075 / 0.0023 [566/10000][0/13] Loss_D: 0.0471 Loss_G: 16.9801 D(x): 0.9743 D(G(z)): 0.0078 / 0.0011 [567/10000][0/13] Loss_D: 0.7485 Loss_G: 35.2298 D(x): 0.9710 D(G(z)): 0.1293 / 0.0001 [568/10000][0/13] Loss_D: 0.0141 Loss_G: 23.8987 D(x): 0.9999 D(G(z)): 0.0135 / 0.0042 [569/10000][0/13] Loss_D: 0.0262 Loss_G: 8.0256 D(x): 0.9979 D(G(z)): 0.0235 / 0.0015 [570/10000][0/13] Loss_D: 0.0170 Loss_G: 6.5889 D(x): 0.9892 D(G(z)): 0.0059 / 0.0020 [571/10000][0/13] Loss_D: 0.0663 Loss_G: 8.9284 D(x): 0.9963 D(G(z)): 0.0588 / 0.0006 [572/10000][0/13] Loss_D: 0.0414 Loss_G: 7.1934 D(x): 0.9988 D(G(z)): 0.0388 / 0.0016 [573/10000][0/13] Loss_D: 0.1398 Loss_G: 17.4936 D(x): 0.9434 D(G(z)): 0.0005 / 0.0010 [574/10000][0/13] Loss_D: 2.5698 Loss_G: 40.5329 D(x): 1.0000 D(G(z)): 0.8656 / 0.0000 [575/10000][0/13] Loss_D: 0.0226 Loss_G: 7.1739 D(x): 0.9952 D(G(z)): 0.0172 / 0.0017 [576/10000][0/13] Loss_D: 0.0173 Loss_G: 6.9596 D(x): 0.9963 D(G(z)): 0.0135 / 0.0016 [577/10000][0/13] Loss_D: 0.0024 Loss_G: 10.2315 D(x): 0.9990 D(G(z)): 0.0013 / 0.0005 [578/10000][0/13] Loss_D: 0.0269 Loss_G: 6.3550 D(x): 0.9889 D(G(z)): 0.0150 / 0.0031 [579/10000][0/13] Loss_D: 0.0085 Loss_G: 7.2762 D(x): 0.9985 D(G(z)): 0.0070 / 0.0014 [580/10000][0/13] Loss_D: 0.3890 Loss_G: 20.8761 D(x): 0.9996 D(G(z)): 0.2825 / 0.0001 [581/10000][0/13] Loss_D: 0.0043 Loss_G: 14.0572 D(x): 0.9961 D(G(z)): 0.0003 / 0.0003 [582/10000][0/13] Loss_D: 0.0453 Loss_G: 13.1656 D(x): 0.9609 D(G(z)): 0.0019 / 0.0008 [583/10000][0/13] Loss_D: 0.0385 Loss_G: 6.0637 D(x): 0.9930 D(G(z)): 0.0302 / 0.0037 [584/10000][0/13] Loss_D: 0.0314 Loss_G: 4.3498 D(x): 0.9992 D(G(z)): 0.0298 / 0.0729 [585/10000][0/13] Loss_D: 0.0163 Loss_G: 8.7897 D(x): 0.9885 D(G(z)): 0.0040 / 0.0030 [586/10000][0/13] Loss_D: 0.0200 Loss_G: 6.1393 D(x): 0.9988 D(G(z)): 0.0185 / 0.0036 [587/10000][0/13] Loss_D: 0.0346 Loss_G: 5.4424 D(x): 0.9779 D(G(z)): 0.0119 / 0.0058 [588/10000][0/13] Loss_D: 0.0179 Loss_G: 6.3062 D(x): 0.9867 D(G(z)): 0.0041 / 0.0032 [589/10000][0/13] Loss_D: 0.0254 Loss_G: 6.4961 D(x): 0.9954 D(G(z)): 0.0202 / 0.0030 [590/10000][0/13] Loss_D: 0.0103 Loss_G: 8.0708 D(x): 0.9918 D(G(z)): 0.0019 / 0.0006 [591/10000][0/13] Loss_D: 0.0109 Loss_G: 6.5148 D(x): 0.9956 D(G(z)): 0.0064 / 0.0024 [592/10000][0/13] Loss_D: 0.1513 Loss_G: 8.6799 D(x): 0.9681 D(G(z)): 0.0190 / 0.0037 [593/10000][0/13] Loss_D: 0.0037 Loss_G: 7.0627 D(x): 0.9991 D(G(z)): 0.0027 / 0.0014 [594/10000][0/13] Loss_D: 0.0179 Loss_G: 6.1659 D(x): 0.9938 D(G(z)): 0.0115 / 0.0031 [595/10000][0/13] Loss_D: 0.0269 Loss_G: 5.7801 D(x): 0.9977 D(G(z)): 0.0239 / 0.0041 [596/10000][0/13] Loss_D: 0.0314 Loss_G: 6.8546 D(x): 0.9745 D(G(z)): 0.0022 / 0.0016 [597/10000][0/13] Loss_D: 0.0090 Loss_G: 6.0249 D(x): 0.9974 D(G(z)): 0.0064 / 0.0037 [598/10000][0/13] Loss_D: 0.0557 Loss_G: 5.3176 D(x): 0.9590 D(G(z)): 0.0049 / 0.0077 [599/10000][0/13] Loss_D: 0.0322 Loss_G: 5.7394 D(x): 0.9856 D(G(z)): 0.0170 / 0.0048 [600/10000][0/13] Loss_D: 0.0078 Loss_G: 6.5598 D(x): 0.9957 D(G(z)): 0.0035 / 0.0022 [601/10000][0/13] Loss_D: 0.0331 Loss_G: 6.9108 D(x): 0.9996 D(G(z)): 0.0308 / 0.0015 [602/10000][0/13] Loss_D: 0.0218 Loss_G: 6.2754 D(x): 0.9974 D(G(z)): 0.0188 / 0.0037 [603/10000][0/13] Loss_D: 0.0439 Loss_G: 6.5237 D(x): 0.9929 D(G(z)): 0.0357 / 0.0039 [604/10000][0/13] Loss_D: 0.0167 Loss_G: 5.8457 D(x): 0.9923 D(G(z)): 0.0088 / 0.0040 [605/10000][0/13] Loss_D: 0.0142 Loss_G: 5.9178 D(x): 0.9975 D(G(z)): 0.0116 / 0.0041 [606/10000][0/13] Loss_D: 0.0084 Loss_G: 8.0087 D(x): 0.9925 D(G(z)): 0.0008 / 0.0004 [607/10000][0/13] Loss_D: 0.0049 Loss_G: 6.6023 D(x): 0.9989 D(G(z)): 0.0037 / 0.0022 [608/10000][0/13] Loss_D: 0.0312 Loss_G: 5.7320 D(x): 0.9977 D(G(z)): 0.0281 / 0.0054 [609/10000][0/13] Loss_D: 0.4456 Loss_G: 17.5222 D(x): 0.9871 D(G(z)): 0.2058 / 0.0002 [610/10000][0/13] Loss_D: 2.0132 Loss_G: 32.3413 D(x): 0.8809 D(G(z)): 0.3521 / 0.0000 [611/10000][0/13] Loss_D: 0.0373 Loss_G: 6.9881 D(x): 0.9989 D(G(z)): 0.0348 / 0.0031 [612/10000][0/13] Loss_D: 0.0115 Loss_G: 7.0814 D(x): 0.9995 D(G(z)): 0.0109 / 0.0023 [613/10000][0/13] Loss_D: 0.0160 Loss_G: 7.8623 D(x): 0.9869 D(G(z)): 0.0020 / 0.0012 [614/10000][0/13] Loss_D: 0.0257 Loss_G: 6.3594 D(x): 0.9996 D(G(z)): 0.0245 / 0.0038 [615/10000][0/13] Loss_D: 0.1960 Loss_G: 9.9331 D(x): 0.9056 D(G(z)): 0.0089 / 0.0131 [616/10000][0/13] Loss_D: 0.0229 Loss_G: 5.5212 D(x): 0.9916 D(G(z)): 0.0139 / 0.0060 [617/10000][0/13] Loss_D: 0.0280 Loss_G: 6.0802 D(x): 0.9992 D(G(z)): 0.0267 / 0.0030 [618/10000][0/13] Loss_D: 0.0269 Loss_G: 6.1554 D(x): 0.9952 D(G(z)): 0.0212 / 0.0031 [619/10000][0/13] Loss_D: 0.0489 Loss_G: 15.7374 D(x): 0.9996 D(G(z)): 0.0435 / 0.0004 [620/10000][0/13] Loss_D: 0.0518 Loss_G: 17.1586 D(x): 0.9990 D(G(z)): 0.0447 / 0.0000 [621/10000][0/13] Loss_D: 0.0074 Loss_G: 7.7477 D(x): 0.9987 D(G(z)): 0.0060 / 0.0007 [622/10000][0/13] Loss_D: 0.0063 Loss_G: 8.0830 D(x): 0.9956 D(G(z)): 0.0018 / 0.0008 [623/10000][0/13] Loss_D: 0.0329 Loss_G: 5.8318 D(x): 0.9953 D(G(z)): 0.0274 / 0.0039 [624/10000][0/13] Loss_D: 0.0205 Loss_G: 6.3926 D(x): 0.9992 D(G(z)): 0.0186 / 0.0030 [625/10000][0/13] Loss_D: 0.0140 Loss_G: 6.4482 D(x): 0.9911 D(G(z)): 0.0050 / 0.0023 [626/10000][0/13] Loss_D: 0.0191 Loss_G: 5.6071 D(x): 0.9960 D(G(z)): 0.0148 / 0.0043 [627/10000][0/13] Loss_D: 0.0086 Loss_G: 10.6926 D(x): 0.9941 D(G(z)): 0.0026 / 0.0015 [628/10000][0/13] Loss_D: 0.0251 Loss_G: 5.5978 D(x): 0.9943 D(G(z)): 0.0190 / 0.0048 [629/10000][0/13] Loss_D: 0.0071 Loss_G: 7.0150 D(x): 0.9949 D(G(z)): 0.0019 / 0.0016 [630/10000][0/13] Loss_D: 0.0114 Loss_G: 5.8047 D(x): 0.9974 D(G(z)): 0.0088 / 0.0033 [631/10000][0/13] Loss_D: 0.0058 Loss_G: 7.1823 D(x): 0.9992 D(G(z)): 0.0049 / 0.0012 [632/10000][0/13] Loss_D: 0.0395 Loss_G: 5.5660 D(x): 0.9660 D(G(z)): 0.0032 / 0.0047 [633/10000][0/13] Loss_D: 1.1785 Loss_G: 24.5077 D(x): 1.0000 D(G(z)): 0.3705 / 0.0001 [634/10000][0/13] Loss_D: 0.0756 Loss_G: 15.0284 D(x): 0.9992 D(G(z)): 0.0634 / 0.0001 [635/10000][0/13] Loss_D: 0.0595 Loss_G: 9.2630 D(x): 0.9991 D(G(z)): 0.0503 / 0.0007 [636/10000][0/13] Loss_D: 0.0198 Loss_G: 6.1567 D(x): 0.9924 D(G(z)): 0.0119 / 0.0025 [637/10000][0/13] Loss_D: 0.0612 Loss_G: 7.8758 D(x): 0.9995 D(G(z)): 0.0562 / 0.0018 [638/10000][0/13] Loss_D: 0.0277 Loss_G: 7.0383 D(x): 0.9964 D(G(z)): 0.0234 / 0.0028 [639/10000][0/13] Loss_D: 0.0819 Loss_G: 10.3726 D(x): 0.9985 D(G(z)): 0.0736 / 0.0008 [640/10000][0/13] Loss_D: 0.0042 Loss_G: 8.9652 D(x): 0.9971 D(G(z)): 0.0012 / 0.0010 [641/10000][0/13] Loss_D: 0.0123 Loss_G: 8.2570 D(x): 0.9938 D(G(z)): 0.0060 / 0.0017 [642/10000][0/13] Loss_D: 0.0100 Loss_G: 7.9725 D(x): 0.9962 D(G(z)): 0.0060 / 0.0022 [643/10000][0/13] Loss_D: 0.0128 Loss_G: 5.6713 D(x): 0.9990 D(G(z)): 0.0116 / 0.0099 [644/10000][0/13] Loss_D: 0.0116 Loss_G: 6.5903 D(x): 0.9939 D(G(z)): 0.0054 / 0.0023 [645/10000][0/13] Loss_D: 0.0532 Loss_G: 5.4535 D(x): 0.9596 D(G(z)): 0.0062 / 0.0060 [646/10000][0/13] Loss_D: 0.0085 Loss_G: 6.3236 D(x): 0.9967 D(G(z)): 0.0052 / 0.0028 [647/10000][0/13] Loss_D: 0.0189 Loss_G: 5.8835 D(x): 0.9987 D(G(z)): 0.0171 / 0.0059 [648/10000][0/13] Loss_D: 0.0105 Loss_G: 5.9003 D(x): 0.9957 D(G(z)): 0.0062 / 0.0040 [649/10000][0/13] Loss_D: 0.0086 Loss_G: 6.0923 D(x): 0.9985 D(G(z)): 0.0071 / 0.0033 [650/10000][0/13] Loss_D: 0.0075 Loss_G: 7.2393 D(x): 0.9976 D(G(z)): 0.0050 / 0.0020 [651/10000][0/13] Loss_D: 0.0155 Loss_G: 5.5988 D(x): 0.9965 D(G(z)): 0.0119 / 0.0046 [652/10000][0/13] Loss_D: 0.0329 Loss_G: 6.8722 D(x): 0.9803 D(G(z)): 0.0122 / 0.0059 [653/10000][0/13] Loss_D: 0.3000 Loss_G: 15.8908 D(x): 0.9462 D(G(z)): 0.0000 / 0.0000 [654/10000][0/13] Loss_D: 0.0371 Loss_G: 11.3870 D(x): 0.9956 D(G(z)): 0.0305 / 0.0004 [655/10000][0/13] Loss_D: 0.1612 Loss_G: 13.7038 D(x): 0.9909 D(G(z)): 0.1326 / 0.0013 [656/10000][0/13] Loss_D: 0.0069 Loss_G: 6.7049 D(x): 0.9990 D(G(z)): 0.0058 / 0.0018 [657/10000][0/13] Loss_D: 0.3662 Loss_G: 16.8559 D(x): 0.9403 D(G(z)): 0.0771 / 0.0000 [658/10000][0/13] Loss_D: 0.0229 Loss_G: 5.5700 D(x): 0.9996 D(G(z)): 0.0218 / 0.0051 [659/10000][0/13] Loss_D: 0.1241 Loss_G: 16.2136 D(x): 0.9920 D(G(z)): 0.0928 / 0.0002 [660/10000][0/13] Loss_D: 0.0908 Loss_G: 18.0163 D(x): 0.9272 D(G(z)): 0.0015 / 0.0031 [661/10000][0/13] Loss_D: 0.0122 Loss_G: 10.2521 D(x): 0.9934 D(G(z)): 0.0055 / 0.0023 [662/10000][0/13] Loss_D: 0.0225 Loss_G: 6.4880 D(x): 0.9994 D(G(z)): 0.0215 / 0.0037 [663/10000][0/13] Loss_D: 0.0307 Loss_G: 6.8279 D(x): 0.9974 D(G(z)): 0.0266 / 0.0018 [664/10000][0/13] Loss_D: 0.0220 Loss_G: 5.6062 D(x): 0.9955 D(G(z)): 0.0173 / 0.0051 [665/10000][0/13] Loss_D: 0.0274 Loss_G: 5.8157 D(x): 0.9861 D(G(z)): 0.0098 / 0.0044 [666/10000][0/13] Loss_D: 0.7453 Loss_G: 13.9932 D(x): 0.8531 D(G(z)): 0.0016 / 0.0052 [667/10000][0/13] Loss_D: 0.0639 Loss_G: 7.8531 D(x): 0.9990 D(G(z)): 0.0590 / 0.0007 [668/10000][0/13] Loss_D: 0.0368 Loss_G: 5.7709 D(x): 0.9756 D(G(z)): 0.0105 / 0.0050 [669/10000][0/13] Loss_D: 0.0055 Loss_G: 7.4303 D(x): 0.9974 D(G(z)): 0.0029 / 0.0009 [670/10000][0/13] Loss_D: 0.0091 Loss_G: 6.3824 D(x): 0.9984 D(G(z)): 0.0075 / 0.0032 [671/10000][0/13] Loss_D: 0.0167 Loss_G: 6.4524 D(x): 0.9985 D(G(z)): 0.0150 / 0.0025 [672/10000][0/13] Loss_D: 0.0161 Loss_G: 5.7680 D(x): 0.9965 D(G(z)): 0.0124 / 0.0047 [673/10000][0/13] Loss_D: 0.0060 Loss_G: 18.3060 D(x): 0.9954 D(G(z)): 0.0014 / 0.0006 [674/10000][0/13] Loss_D: 0.0882 Loss_G: 9.2517 D(x): 0.9990 D(G(z)): 0.0823 / 0.0004 [675/10000][0/13] Loss_D: 0.0750 Loss_G: 8.0956 D(x): 0.9991 D(G(z)): 0.0681 / 0.0016 [676/10000][0/13] Loss_D: 0.0165 Loss_G: 6.3639 D(x): 0.9998 D(G(z)): 0.0161 / 0.0022 [677/10000][0/13] Loss_D: 0.0072 Loss_G: 6.7080 D(x): 0.9955 D(G(z)): 0.0025 / 0.0033 [678/10000][0/13] Loss_D: 0.0086 Loss_G: 6.2435 D(x): 0.9994 D(G(z)): 0.0079 / 0.0029 [679/10000][0/13] Loss_D: 0.0139 Loss_G: 7.8783 D(x): 0.9875 D(G(z)): 0.0007 / 0.0009 [680/10000][0/13] Loss_D: 0.0373 Loss_G: 5.6010 D(x): 0.9998 D(G(z)): 0.0355 / 0.0069 [681/10000][0/13] Loss_D: 0.0926 Loss_G: 9.1231 D(x): 0.9998 D(G(z)): 0.0865 / 0.0006 [682/10000][0/13] Loss_D: 0.0950 Loss_G: 4.8411 D(x): 0.9499 D(G(z)): 0.0047 / 0.0510 [683/10000][0/13] Loss_D: 0.0741 Loss_G: 4.0166 D(x): 0.9608 D(G(z)): 0.0113 / 0.0470 [684/10000][0/13] Loss_D: 0.0148 Loss_G: 6.3450 D(x): 0.9920 D(G(z)): 0.0067 / 0.0022 [685/10000][0/13] Loss_D: 0.0990 Loss_G: 11.4345 D(x): 0.9993 D(G(z)): 0.0884 / 0.0001 [686/10000][0/13] Loss_D: 0.6994 Loss_G: 25.7342 D(x): 0.7503 D(G(z)): 0.0001 / 0.0049 [687/10000][0/13] Loss_D: 0.0060 Loss_G: 26.7339 D(x): 0.9980 D(G(z)): 0.0038 / 0.0012 [688/10000][0/13] Loss_D: 0.0274 Loss_G: 6.5934 D(x): 0.9972 D(G(z)): 0.0238 / 0.0019 [689/10000][0/13] Loss_D: 0.0308 Loss_G: 18.0340 D(x): 0.9724 D(G(z)): 0.0000 / 0.0000 [690/10000][0/13] Loss_D: 0.0212 Loss_G: 19.0913 D(x): 0.9865 D(G(z)): 0.0067 / 0.0026 [691/10000][0/13] Loss_D: 0.0043 Loss_G: 13.1075 D(x): 0.9988 D(G(z)): 0.0031 / 0.0084 [692/10000][0/13] Loss_D: 0.0250 Loss_G: 6.3519 D(x): 0.9811 D(G(z)): 0.0052 / 0.0031 [693/10000][0/13] Loss_D: 0.0198 Loss_G: 7.0489 D(x): 0.9978 D(G(z)): 0.0172 / 0.0013 [694/10000][0/13] Loss_D: 0.0168 Loss_G: 6.6340 D(x): 0.9968 D(G(z)): 0.0133 / 0.0024 [695/10000][0/13] Loss_D: 0.0088 Loss_G: 6.6340 D(x): 0.9935 D(G(z)): 0.0023 / 0.0017 [696/10000][0/13] Loss_D: 0.0156 Loss_G: 5.5025 D(x): 0.9909 D(G(z)): 0.0063 / 0.0062 [697/10000][0/13] Loss_D: 0.0706 Loss_G: 3.4833 D(x): 0.9475 D(G(z)): 0.0081 / 0.0615 [698/10000][0/13] Loss_D: 0.0174 Loss_G: 7.8263 D(x): 0.9877 D(G(z)): 0.0046 / 0.0036 [699/10000][0/13] Loss_D: 0.0048 Loss_G: 9.7675 D(x): 0.9959 D(G(z)): 0.0007 / 0.0007 [700/10000][0/13] Loss_D: 0.0038 Loss_G: 6.4175 D(x): 0.9995 D(G(z)): 0.0033 / 0.0020 [701/10000][0/13] Loss_D: 0.0223 Loss_G: 6.1742 D(x): 0.9982 D(G(z)): 0.0202 / 0.0025 [702/10000][0/13] Loss_D: 0.0099 Loss_G: 6.7847 D(x): 0.9985 D(G(z)): 0.0083 / 0.0015 [703/10000][0/13] Loss_D: 0.0050 Loss_G: 8.2416 D(x): 0.9998 D(G(z)): 0.0047 / 0.0024 [704/10000][0/13] Loss_D: 0.4996 Loss_G: 29.7426 D(x): 0.9997 D(G(z)): 0.3430 / 0.0000 [705/10000][0/13] Loss_D: 0.0066 Loss_G: 20.1192 D(x): 0.9967 D(G(z)): 0.0032 / 0.0013 [706/10000][0/13] Loss_D: 0.0205 Loss_G: 7.4767 D(x): 0.9889 D(G(z)): 0.0087 / 0.0027 [707/10000][0/13] Loss_D: 0.0187 Loss_G: 6.8180 D(x): 0.9998 D(G(z)): 0.0181 / 0.0016 [708/10000][0/13] Loss_D: 0.0100 Loss_G: 6.2164 D(x): 0.9995 D(G(z)): 0.0094 / 0.0028 [709/10000][0/13] Loss_D: 0.9235 Loss_G: 33.9031 D(x): 0.9999 D(G(z)): 0.4723 / 0.0000 [710/10000][0/13] Loss_D: 0.0099 Loss_G: 15.8307 D(x): 0.9939 D(G(z)): 0.0036 / 0.0008 [711/10000][0/13] Loss_D: 0.0089 Loss_G: 7.6477 D(x): 0.9978 D(G(z)): 0.0066 / 0.0007 [712/10000][0/13] Loss_D: 0.0214 Loss_G: 6.1596 D(x): 0.9916 D(G(z)): 0.0126 / 0.0028 [713/10000][0/13] Loss_D: 0.0276 Loss_G: 6.9080 D(x): 0.9997 D(G(z)): 0.0266 / 0.0022 [714/10000][0/13] Loss_D: 0.0145 Loss_G: 8.8499 D(x): 0.9965 D(G(z)): 0.0108 / 0.0021 [715/10000][0/13] Loss_D: 0.0077 Loss_G: 7.5842 D(x): 0.9996 D(G(z)): 0.0072 / 0.0018 [716/10000][0/13] Loss_D: 0.0118 Loss_G: 5.8457 D(x): 0.9939 D(G(z)): 0.0056 / 0.0041 [717/10000][0/13] Loss_D: 0.1366 Loss_G: 11.9113 D(x): 0.9997 D(G(z)): 0.1094 / 0.0006 [718/10000][0/13] Loss_D: 0.0003 Loss_G: 25.5147 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [719/10000][0/13] Loss_D: 0.0692 Loss_G: 11.4601 D(x): 0.9956 D(G(z)): 0.0594 / 0.0003 [720/10000][0/13] Loss_D: 0.0096 Loss_G: 5.8901 D(x): 0.9993 D(G(z)): 0.0088 / 0.0037 [721/10000][0/13] Loss_D: 0.0082 Loss_G: 6.1684 D(x): 0.9984 D(G(z)): 0.0066 / 0.0025 [722/10000][0/13] Loss_D: 0.0168 Loss_G: 6.2089 D(x): 0.9890 D(G(z)): 0.0055 / 0.0031 [723/10000][0/13] Loss_D: 0.0040 Loss_G: 7.5912 D(x): 0.9980 D(G(z)): 0.0020 / 0.0015 [724/10000][0/13] Loss_D: 0.0275 Loss_G: 6.2501 D(x): 0.9949 D(G(z)): 0.0217 / 0.0032 [725/10000][0/13] Loss_D: 0.0066 Loss_G: 7.4619 D(x): 0.9956 D(G(z)): 0.0021 / 0.0015 [726/10000][0/13] Loss_D: 0.0078 Loss_G: 7.4761 D(x): 0.9949 D(G(z)): 0.0026 / 0.0013 [727/10000][0/13] Loss_D: 0.0121 Loss_G: 6.6215 D(x): 0.9921 D(G(z)): 0.0040 / 0.0021 [728/10000][0/13] Loss_D: 0.0066 Loss_G: 6.2047 D(x): 0.9993 D(G(z)): 0.0059 / 0.0027 [729/10000][0/13] Loss_D: 0.0065 Loss_G: 9.7044 D(x): 0.9987 D(G(z)): 0.0052 / 0.0024 [730/10000][0/13] Loss_D: 0.0218 Loss_G: 6.1791 D(x): 0.9842 D(G(z)): 0.0026 / 0.0038 [731/10000][0/13] Loss_D: 0.0155 Loss_G: 8.8439 D(x): 0.9946 D(G(z)): 0.0098 / 0.0010 [732/10000][0/13] Loss_D: 0.0027 Loss_G: 6.4898 D(x): 0.9996 D(G(z)): 0.0023 / 0.0023 [733/10000][0/13] Loss_D: 0.8877 Loss_G: 39.0304 D(x): 0.9866 D(G(z)): 0.2971 / 0.0000 [734/10000][0/13] Loss_D: 0.2288 Loss_G: 19.5633 D(x): 0.9986 D(G(z)): 0.1495 / 0.0000 [735/10000][0/13] Loss_D: 0.0167 Loss_G: 6.5378 D(x): 0.9993 D(G(z)): 0.0158 / 0.0039 [736/10000][0/13] Loss_D: 0.0081 Loss_G: 7.1852 D(x): 0.9974 D(G(z)): 0.0055 / 0.0017 [737/10000][0/13] Loss_D: 0.0257 Loss_G: 6.4486 D(x): 0.9807 D(G(z)): 0.0046 / 0.0050 [738/10000][0/13] Loss_D: 0.0061 Loss_G: 6.4345 D(x): 0.9980 D(G(z)): 0.0041 / 0.0029 [739/10000][0/13] Loss_D: 0.0022 Loss_G: 7.6799 D(x): 0.9993 D(G(z)): 0.0015 / 0.0008 [740/10000][0/13] Loss_D: 0.0109 Loss_G: 14.5508 D(x): 0.9914 D(G(z)): 0.0022 / 0.0007 [741/10000][0/13] Loss_D: 0.0145 Loss_G: 7.3686 D(x): 0.9886 D(G(z)): 0.0027 / 0.0013 [742/10000][0/13] Loss_D: 0.0102 Loss_G: 6.1562 D(x): 0.9989 D(G(z)): 0.0091 / 0.0032 [743/10000][0/13] Loss_D: 0.0103 Loss_G: 6.3079 D(x): 0.9944 D(G(z)): 0.0046 / 0.0023 [744/10000][0/13] Loss_D: 0.0049 Loss_G: 7.6326 D(x): 0.9965 D(G(z)): 0.0013 / 0.0008 [745/10000][0/13] Loss_D: 0.0098 Loss_G: 7.9427 D(x): 0.9910 D(G(z)): 0.0007 / 0.0006 [746/10000][0/13] Loss_D: 0.0051 Loss_G: 10.7049 D(x): 0.9965 D(G(z)): 0.0015 / 0.0004 [747/10000][0/13] Loss_D: 0.0222 Loss_G: 28.0799 D(x): 0.9832 D(G(z)): 0.0001 / 0.0010 [748/10000][0/13] Loss_D: 0.0768 Loss_G: 24.1180 D(x): 0.9691 D(G(z)): 0.0356 / 0.0015 [749/10000][0/13] Loss_D: 0.0068 Loss_G: 14.5185 D(x): 0.9975 D(G(z)): 0.0043 / 0.0030 [750/10000][0/13] Loss_D: 0.0844 Loss_G: 7.5958 D(x): 0.9404 D(G(z)): 0.0037 / 0.0036 [751/10000][0/13] Loss_D: 0.0391 Loss_G: 7.9931 D(x): 0.9688 D(G(z)): 0.0019 / 0.0012 [752/10000][0/13] Loss_D: 0.0099 Loss_G: 6.0858 D(x): 0.9970 D(G(z)): 0.0068 / 0.0030 [753/10000][0/13] Loss_D: 0.0070 Loss_G: 6.1252 D(x): 0.9991 D(G(z)): 0.0061 / 0.0031 [754/10000][0/13] Loss_D: 0.0276 Loss_G: 5.8942 D(x): 0.9976 D(G(z)): 0.0247 / 0.0035 [755/10000][0/13] Loss_D: 0.0272 Loss_G: 5.7296 D(x): 0.9858 D(G(z)): 0.0126 / 0.0041 [756/10000][0/13] Loss_D: 0.0554 Loss_G: 11.8487 D(x): 0.9551 D(G(z)): 0.0063 / 0.0055 [757/10000][0/13] Loss_D: 0.3693 Loss_G: 12.1813 D(x): 0.9981 D(G(z)): 0.1728 / 0.0001 [758/10000][0/13] Loss_D: 0.0103 Loss_G: 9.3829 D(x): 0.9985 D(G(z)): 0.0087 / 0.0022 [759/10000][0/13] Loss_D: 0.0159 Loss_G: 5.7636 D(x): 0.9969 D(G(z)): 0.0127 / 0.0043 [760/10000][0/13] Loss_D: 0.0216 Loss_G: 6.2999 D(x): 0.9834 D(G(z)): 0.0047 / 0.0023 [761/10000][0/13] Loss_D: 0.0379 Loss_G: 5.3607 D(x): 0.9773 D(G(z)): 0.0142 / 0.0062 [762/10000][0/13] Loss_D: 0.0122 Loss_G: 6.0446 D(x): 0.9978 D(G(z)): 0.0099 / 0.0037 [763/10000][0/13] Loss_D: 0.0049 Loss_G: 7.1582 D(x): 0.9994 D(G(z)): 0.0043 / 0.0021 [764/10000][0/13] Loss_D: 0.0314 Loss_G: 7.0631 D(x): 0.9997 D(G(z)): 0.0303 / 0.0029 [765/10000][0/13] Loss_D: 0.0237 Loss_G: 5.7541 D(x): 0.9831 D(G(z)): 0.0058 / 0.0042 [766/10000][0/13] Loss_D: 0.0110 Loss_G: 6.2045 D(x): 0.9985 D(G(z)): 0.0093 / 0.0032 [767/10000][0/13] Loss_D: 0.0043 Loss_G: 6.4156 D(x): 0.9987 D(G(z)): 0.0030 / 0.0021 [768/10000][0/13] Loss_D: 0.0166 Loss_G: 6.5387 D(x): 0.9969 D(G(z)): 0.0133 / 0.0040 [769/10000][0/13] Loss_D: 0.0117 Loss_G: 5.8331 D(x): 0.9973 D(G(z)): 0.0089 / 0.0038 [770/10000][0/13] Loss_D: 0.2425 Loss_G: 13.8461 D(x): 0.8589 D(G(z)): 0.0055 / 0.0495 [771/10000][0/13] Loss_D: 0.0089 Loss_G: 6.7258 D(x): 0.9970 D(G(z)): 0.0059 / 0.0029 [772/10000][0/13] Loss_D: 0.0075 Loss_G: 6.0673 D(x): 0.9991 D(G(z)): 0.0066 / 0.0026 [773/10000][0/13] Loss_D: 0.0121 Loss_G: 14.5440 D(x): 0.9984 D(G(z)): 0.0103 / 0.0017 [774/10000][0/13] Loss_D: 0.0045 Loss_G: 7.6278 D(x): 0.9986 D(G(z)): 0.0030 / 0.0046 [775/10000][0/13] Loss_D: 0.0132 Loss_G: 6.2946 D(x): 0.9980 D(G(z)): 0.0111 / 0.0026 [776/10000][0/13] Loss_D: 0.0346 Loss_G: 5.7087 D(x): 0.9889 D(G(z)): 0.0229 / 0.0044 [777/10000][0/13] Loss_D: 0.0165 Loss_G: 5.7837 D(x): 0.9894 D(G(z)): 0.0055 / 0.0044 [778/10000][0/13] Loss_D: 0.0139 Loss_G: 5.7875 D(x): 0.9966 D(G(z)): 0.0103 / 0.0043 [779/10000][0/13] Loss_D: 0.0130 Loss_G: 6.2700 D(x): 0.9979 D(G(z)): 0.0107 / 0.0023 [780/10000][0/13] Loss_D: 0.0132 Loss_G: 8.8480 D(x): 0.9880 D(G(z)): 0.0008 / 0.0004 [781/10000][0/13] Loss_D: 0.1407 Loss_G: 24.3506 D(x): 0.9199 D(G(z)): 0.0123 / 0.0058 [782/10000][0/13] Loss_D: 0.0448 Loss_G: 14.7309 D(x): 0.9998 D(G(z)): 0.0425 / 0.0009 [783/10000][0/13] Loss_D: 0.0110 Loss_G: 7.6294 D(x): 0.9997 D(G(z)): 0.0105 / 0.0009 [784/10000][0/13] Loss_D: 0.0134 Loss_G: 6.1461 D(x): 0.9916 D(G(z)): 0.0047 / 0.0025 [785/10000][0/13] Loss_D: 0.0034 Loss_G: 7.4820 D(x): 0.9990 D(G(z)): 0.0024 / 0.0011 [786/10000][0/13] Loss_D: 0.0061 Loss_G: 9.6197 D(x): 0.9999 D(G(z)): 0.0059 / 0.0023 [787/10000][0/13] Loss_D: 0.0031 Loss_G: 9.3545 D(x): 0.9989 D(G(z)): 0.0020 / 0.0005 [788/10000][0/13] Loss_D: 0.0022 Loss_G: 8.0588 D(x): 0.9987 D(G(z)): 0.0009 / 0.0006 [789/10000][0/13] Loss_D: 0.0487 Loss_G: 13.6991 D(x): 0.9592 D(G(z)): 0.0049 / 0.0062 [790/10000][0/13] Loss_D: 0.0175 Loss_G: 6.4505 D(x): 0.9973 D(G(z)): 0.0144 / 0.0029 [791/10000][0/13] Loss_D: 0.0133 Loss_G: 6.4901 D(x): 0.9998 D(G(z)): 0.0128 / 0.0031 [792/10000][0/13] Loss_D: 0.0046 Loss_G: 7.7141 D(x): 0.9993 D(G(z)): 0.0039 / 0.0014 [793/10000][0/13] Loss_D: 0.0083 Loss_G: 6.1778 D(x): 0.9975 D(G(z)): 0.0057 / 0.0029 [794/10000][0/13] Loss_D: 0.0076 Loss_G: 6.2942 D(x): 0.9997 D(G(z)): 0.0072 / 0.0029 [795/10000][0/13] Loss_D: 0.0046 Loss_G: 7.8017 D(x): 0.9962 D(G(z)): 0.0007 / 0.0005 [796/10000][0/13] Loss_D: 0.0030 Loss_G: 9.1545 D(x): 0.9974 D(G(z)): 0.0004 / 0.0004 [797/10000][0/13] Loss_D: 0.0018 Loss_G: 9.5447 D(x): 0.9998 D(G(z)): 0.0016 / 0.0014 [798/10000][0/13] Loss_D: 0.0067 Loss_G: 7.0994 D(x): 0.9989 D(G(z)): 0.0056 / 0.0011 [799/10000][0/13] Loss_D: 0.0175 Loss_G: 6.7000 D(x): 0.9939 D(G(z)): 0.0110 / 0.0026 [800/10000][0/13] Loss_D: 0.0212 Loss_G: 6.1023 D(x): 0.9853 D(G(z)): 0.0059 / 0.0028 [801/10000][0/13] Loss_D: 0.0011 Loss_G: 11.5447 D(x): 0.9994 D(G(z)): 0.0005 / 0.0003 [802/10000][0/13] Loss_D: 0.0093 Loss_G: 17.3622 D(x): 0.9909 D(G(z)): 0.0000 / 0.0000 [803/10000][0/13] Loss_D: 0.0424 Loss_G: 14.8911 D(x): 0.9623 D(G(z)): 0.0002 / 0.0007 [804/10000][0/13] Loss_D: 0.0070 Loss_G: 6.5205 D(x): 0.9983 D(G(z)): 0.0052 / 0.0021 [805/10000][0/13] Loss_D: 0.0077 Loss_G: 7.2638 D(x): 0.9937 D(G(z)): 0.0012 / 0.0009 [806/10000][0/13] Loss_D: 0.0050 Loss_G: 7.0682 D(x): 0.9980 D(G(z)): 0.0030 / 0.0014 [807/10000][0/13] Loss_D: 0.0158 Loss_G: 6.0841 D(x): 0.9996 D(G(z)): 0.0152 / 0.0029 [808/10000][0/13] Loss_D: 0.0549 Loss_G: 9.0082 D(x): 0.9995 D(G(z)): 0.0508 / 0.0017 [809/10000][0/13] Loss_D: 0.0047 Loss_G: 6.3322 D(x): 0.9989 D(G(z)): 0.0036 / 0.0023 [810/10000][0/13] Loss_D: 0.0076 Loss_G: 6.2223 D(x): 0.9986 D(G(z)): 0.0061 / 0.0032 [811/10000][0/13] Loss_D: 0.0156 Loss_G: 6.5351 D(x): 0.9994 D(G(z)): 0.0148 / 0.0037 [812/10000][0/13] Loss_D: 0.0155 Loss_G: 6.1009 D(x): 0.9982 D(G(z)): 0.0136 / 0.0030 [813/10000][0/13] Loss_D: 0.0420 Loss_G: 5.9996 D(x): 0.9996 D(G(z)): 0.0387 / 0.0043 [814/10000][0/13] Loss_D: 0.0674 Loss_G: 17.0557 D(x): 0.9994 D(G(z)): 0.0506 / 0.0014 [815/10000][0/13] Loss_D: 0.0079 Loss_G: 18.0588 D(x): 0.9957 D(G(z)): 0.0035 / 0.0024 [816/10000][0/13] Loss_D: 0.0421 Loss_G: 11.1537 D(x): 0.9827 D(G(z)): 0.0171 / 0.0020 [817/10000][0/13] Loss_D: 0.0694 Loss_G: 9.0436 D(x): 0.9596 D(G(z)): 0.0219 / 0.0024 [818/10000][0/13] Loss_D: 0.0187 Loss_G: 9.4113 D(x): 0.9952 D(G(z)): 0.0134 / 0.0032 [819/10000][0/13] Loss_D: 0.0118 Loss_G: 11.4360 D(x): 0.9955 D(G(z)): 0.0071 / 0.0012 [820/10000][0/13] Loss_D: 0.0069 Loss_G: 6.6330 D(x): 0.9990 D(G(z)): 0.0059 / 0.0030 [821/10000][0/13] Loss_D: 0.0097 Loss_G: 6.7939 D(x): 0.9958 D(G(z)): 0.0054 / 0.0015 [822/10000][0/13] Loss_D: 0.0131 Loss_G: 7.7530 D(x): 0.9899 D(G(z)): 0.0025 / 0.0006 [823/10000][0/13] Loss_D: 0.0367 Loss_G: 15.8318 D(x): 0.9714 D(G(z)): 0.0000 / 0.0000 [824/10000][0/13] Loss_D: 0.0142 Loss_G: 6.8573 D(x): 0.9969 D(G(z)): 0.0108 / 0.0017 [825/10000][0/13] Loss_D: 0.0204 Loss_G: 5.9455 D(x): 0.9933 D(G(z)): 0.0134 / 0.0039 [826/10000][0/13] Loss_D: 0.0833 Loss_G: 9.0798 D(x): 0.9995 D(G(z)): 0.0706 / 0.0004 [827/10000][0/13] Loss_D: 0.0038 Loss_G: 6.8234 D(x): 0.9982 D(G(z)): 0.0020 / 0.0025 [828/10000][0/13] Loss_D: 0.0155 Loss_G: 5.9201 D(x): 0.9941 D(G(z)): 0.0094 / 0.0037 [829/10000][0/13] Loss_D: 0.0106 Loss_G: 6.3900 D(x): 0.9953 D(G(z)): 0.0059 / 0.0022 [830/10000][0/13] Loss_D: 0.0235 Loss_G: 5.8928 D(x): 0.9902 D(G(z)): 0.0132 / 0.0040 [831/10000][0/13] Loss_D: 0.0295 Loss_G: 9.1138 D(x): 0.9721 D(G(z)): 0.0005 / 0.0003 [832/10000][0/13] Loss_D: 0.0553 Loss_G: 6.7515 D(x): 0.9989 D(G(z)): 0.0502 / 0.0025 [833/10000][0/13] Loss_D: 0.0014 Loss_G: 8.0139 D(x): 0.9996 D(G(z)): 0.0011 / 0.0008 [834/10000][0/13] Loss_D: 0.0179 Loss_G: 6.6335 D(x): 0.9859 D(G(z)): 0.0031 / 0.0026 [835/10000][0/13] Loss_D: 0.0223 Loss_G: 6.4091 D(x): 0.9987 D(G(z)): 0.0201 / 0.0031 [836/10000][0/13] Loss_D: 0.0024 Loss_G: 7.5643 D(x): 0.9997 D(G(z)): 0.0022 / 0.0012 [837/10000][0/13] Loss_D: 0.0242 Loss_G: 6.4077 D(x): 0.9993 D(G(z)): 0.0230 / 0.0031 [838/10000][0/13] Loss_D: 0.0071 Loss_G: 6.2431 D(x): 0.9973 D(G(z)): 0.0044 / 0.0027 [839/10000][0/13] Loss_D: 0.0572 Loss_G: 17.1988 D(x): 0.9701 D(G(z)): 0.0006 / 0.0002 [840/10000][0/13] Loss_D: 0.0186 Loss_G: 17.1711 D(x): 0.9835 D(G(z)): 0.0000 / 0.0006 [841/10000][0/13] Loss_D: 0.0910 Loss_G: 9.5654 D(x): 0.9999 D(G(z)): 0.0739 / 0.0006 [842/10000][0/13] Loss_D: 0.0221 Loss_G: 6.4480 D(x): 0.9978 D(G(z)): 0.0194 / 0.0031 [843/10000][0/13] Loss_D: 0.0073 Loss_G: 7.3104 D(x): 0.9992 D(G(z)): 0.0064 / 0.0022 [844/10000][0/13] Loss_D: 0.0645 Loss_G: 7.4817 D(x): 0.9464 D(G(z)): 0.0014 / 0.0028 [845/10000][0/13] Loss_D: 0.0074 Loss_G: 6.3010 D(x): 0.9978 D(G(z)): 0.0052 / 0.0027 [846/10000][0/13] Loss_D: 0.0042 Loss_G: 6.9462 D(x): 0.9988 D(G(z)): 0.0029 / 0.0014 [847/10000][0/13] Loss_D: 0.0118 Loss_G: 6.2930 D(x): 0.9916 D(G(z)): 0.0031 / 0.0025 [848/10000][0/13] Loss_D: 0.0029 Loss_G: 8.0918 D(x): 0.9991 D(G(z)): 0.0020 / 0.0007 [849/10000][0/13] Loss_D: 0.8582 Loss_G: 37.3537 D(x): 0.9631 D(G(z)): 0.3394 / 0.0000 [850/10000][0/13] Loss_D: 0.0071 Loss_G: 11.5740 D(x): 0.9968 D(G(z)): 0.0037 / 0.0003 [851/10000][0/13] Loss_D: 0.0166 Loss_G: 5.6117 D(x): 0.9997 D(G(z)): 0.0161 / 0.0052 [852/10000][0/13] Loss_D: 0.0077 Loss_G: 6.3620 D(x): 0.9988 D(G(z)): 0.0065 / 0.0019 [853/10000][0/13] Loss_D: 0.0074 Loss_G: 6.2235 D(x): 0.9971 D(G(z)): 0.0045 / 0.0025 [854/10000][0/13] Loss_D: 0.0311 Loss_G: 7.6296 D(x): 0.9969 D(G(z)): 0.0271 / 0.0010 [855/10000][0/13] Loss_D: 0.1830 Loss_G: 13.1032 D(x): 0.9902 D(G(z)): 0.1232 / 0.0003 [856/10000][0/13] Loss_D: 0.0880 Loss_G: 14.8709 D(x): 0.9711 D(G(z)): 0.0092 / 0.0095 [857/10000][0/13] Loss_D: 0.0109 Loss_G: 8.5133 D(x): 0.9949 D(G(z)): 0.0057 / 0.0010 [858/10000][0/13] Loss_D: 0.0083 Loss_G: 8.1385 D(x): 0.9972 D(G(z)): 0.0054 / 0.0015 [859/10000][0/13] Loss_D: 0.1891 Loss_G: 16.7061 D(x): 0.9999 D(G(z)): 0.1494 / 0.0001 [860/10000][0/13] Loss_D: 0.0066 Loss_G: 14.1181 D(x): 0.9945 D(G(z)): 0.0009 / 0.0005 [861/10000][0/13] Loss_D: 0.0147 Loss_G: 6.5710 D(x): 0.9994 D(G(z)): 0.0139 / 0.0024 [862/10000][0/13] Loss_D: 0.0046 Loss_G: 8.3884 D(x): 0.9976 D(G(z)): 0.0022 / 0.0008 [863/10000][0/13] Loss_D: 0.1860 Loss_G: 20.9851 D(x): 0.9416 D(G(z)): 0.0021 / 0.0011 [864/10000][0/13] Loss_D: 0.0112 Loss_G: 9.4063 D(x): 0.9917 D(G(z)): 0.0025 / 0.0018 [865/10000][0/13] Loss_D: 0.2767 Loss_G: 20.6829 D(x): 0.9997 D(G(z)): 0.2147 / 0.0000 [866/10000][0/13] Loss_D: 0.0355 Loss_G: 12.2398 D(x): 0.9818 D(G(z)): 0.0104 / 0.0011 [867/10000][0/13] Loss_D: 0.0578 Loss_G: 6.7231 D(x): 0.9539 D(G(z)): 0.0059 / 0.0037 [868/10000][0/13] Loss_D: 0.0388 Loss_G: 6.9781 D(x): 0.9993 D(G(z)): 0.0369 / 0.0025 [869/10000][0/13] Loss_D: 0.0132 Loss_G: 5.8529 D(x): 0.9989 D(G(z)): 0.0120 / 0.0041 [870/10000][0/13] Loss_D: 0.0521 Loss_G: 21.3641 D(x): 0.9632 D(G(z)): 0.0013 / 0.0066 [871/10000][0/13] Loss_D: 0.0328 Loss_G: 13.2935 D(x): 0.9983 D(G(z)): 0.0297 / 0.0021 [872/10000][0/13] Loss_D: 0.0122 Loss_G: 6.1925 D(x): 0.9957 D(G(z)): 0.0078 / 0.0029 [873/10000][0/13] Loss_D: 0.0045 Loss_G: 6.8511 D(x): 0.9987 D(G(z)): 0.0032 / 0.0017 [874/10000][0/13] Loss_D: 0.0043 Loss_G: 7.5521 D(x): 0.9990 D(G(z)): 0.0033 / 0.0013 [875/10000][0/13] Loss_D: 0.2053 Loss_G: 16.5154 D(x): 1.0000 D(G(z)): 0.1641 / 0.0009 [876/10000][0/13] Loss_D: 0.0456 Loss_G: 12.7696 D(x): 0.9699 D(G(z)): 0.0115 / 0.0028 [877/10000][0/13] Loss_D: 0.0531 Loss_G: 7.3628 D(x): 0.9982 D(G(z)): 0.0477 / 0.0013 [878/10000][0/13] Loss_D: 0.0251 Loss_G: 5.7467 D(x): 0.9945 D(G(z)): 0.0192 / 0.0046 [879/10000][0/13] Loss_D: 0.0188 Loss_G: 5.8668 D(x): 0.9881 D(G(z)): 0.0067 / 0.0033 [880/10000][0/13] Loss_D: 0.0156 Loss_G: 6.1296 D(x): 0.9965 D(G(z)): 0.0120 / 0.0029 [881/10000][0/13] Loss_D: 0.0527 Loss_G: 6.7034 D(x): 0.9836 D(G(z)): 0.0343 / 0.0019 [882/10000][0/13] Loss_D: 0.0551 Loss_G: 4.8517 D(x): 0.9541 D(G(z)): 0.0042 / 0.0408 [883/10000][0/13] Loss_D: 0.0027 Loss_G: 6.9068 D(x): 0.9996 D(G(z)): 0.0023 / 0.0014 [884/10000][0/13] Loss_D: 1.2470 Loss_G: 23.5584 D(x): 0.9687 D(G(z)): 0.2173 / 0.0004 [885/10000][0/13] Loss_D: 0.0039 Loss_G: 10.7001 D(x): 0.9972 D(G(z)): 0.0010 / 0.0004 [886/10000][0/13] Loss_D: 0.0121 Loss_G: 7.0051 D(x): 0.9965 D(G(z)): 0.0085 / 0.0012 [887/10000][0/13] Loss_D: 0.0021 Loss_G: 7.9565 D(x): 0.9994 D(G(z)): 0.0015 / 0.0006 [888/10000][0/13] Loss_D: 0.0003 Loss_G: 24.4279 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [889/10000][0/13] Loss_D: 0.0111 Loss_G: 6.8329 D(x): 0.9999 D(G(z)): 0.0110 / 0.0014 [890/10000][0/13] Loss_D: 0.0167 Loss_G: 6.7134 D(x): 0.9992 D(G(z)): 0.0157 / 0.0017 [891/10000][0/13] Loss_D: 0.0063 Loss_G: 7.1852 D(x): 0.9970 D(G(z)): 0.0033 / 0.0012 [892/10000][0/13] Loss_D: 0.0271 Loss_G: 6.7737 D(x): 0.9850 D(G(z)): 0.0109 / 0.0020 [893/10000][0/13] Loss_D: 0.0154 Loss_G: 6.6663 D(x): 0.9996 D(G(z)): 0.0147 / 0.0021 [894/10000][0/13] Loss_D: 0.0727 Loss_G: 9.6492 D(x): 0.9977 D(G(z)): 0.0627 / 0.0007 [895/10000][0/13] Loss_D: 0.0414 Loss_G: 6.0877 D(x): 0.9640 D(G(z)): 0.0028 / 0.0038 [896/10000][0/13] Loss_D: 0.0158 Loss_G: 7.0721 D(x): 0.9911 D(G(z)): 0.0054 / 0.0046 [897/10000][0/13] Loss_D: 0.0085 Loss_G: 7.1372 D(x): 0.9933 D(G(z)): 0.0017 / 0.0014 [898/10000][0/13] Loss_D: 0.2059 Loss_G: 14.2716 D(x): 0.9991 D(G(z)): 0.1413 / 0.0001 [899/10000][0/13] Loss_D: 0.0236 Loss_G: 16.7912 D(x): 0.9977 D(G(z)): 0.0205 / 0.0017 [900/10000][0/13] Loss_D: 0.0307 Loss_G: 6.6812 D(x): 0.9987 D(G(z)): 0.0277 / 0.0017 [901/10000][0/13] Loss_D: 0.0068 Loss_G: 6.6291 D(x): 0.9985 D(G(z)): 0.0053 / 0.0017 [902/10000][0/13] Loss_D: 0.0118 Loss_G: 5.9427 D(x): 0.9967 D(G(z)): 0.0084 / 0.0039 [903/10000][0/13] Loss_D: 0.0040 Loss_G: 7.0535 D(x): 0.9984 D(G(z)): 0.0024 / 0.0015 [904/10000][0/13] Loss_D: 0.0154 Loss_G: 6.3701 D(x): 0.9978 D(G(z)): 0.0130 / 0.0023 [905/10000][0/13] Loss_D: 0.0046 Loss_G: 8.2584 D(x): 0.9977 D(G(z)): 0.0023 / 0.0005 [906/10000][0/13] Loss_D: 0.0716 Loss_G: 8.5133 D(x): 0.9993 D(G(z)): 0.0675 / 0.0009 [907/10000][0/13] Loss_D: 0.0103 Loss_G: 6.3357 D(x): 0.9924 D(G(z)): 0.0026 / 0.0026 [908/10000][0/13] Loss_D: 0.0253 Loss_G: 7.6690 D(x): 0.9789 D(G(z)): 0.0022 / 0.0032 [909/10000][0/13] Loss_D: 2.2686 Loss_G: 47.9412 D(x): 0.9686 D(G(z)): 0.4979 / 0.0000 [910/10000][0/13] Loss_D: 0.0009 Loss_G: 18.8717 D(x): 1.0000 D(G(z)): 0.0009 / 0.0033 [911/10000][0/13] Loss_D: 0.0023 Loss_G: 24.8813 D(x): 0.9999 D(G(z)): 0.0022 / 0.0020 [912/10000][0/13] Loss_D: 0.1006 Loss_G: 11.2450 D(x): 0.9838 D(G(z)): 0.0679 / 0.0002 [913/10000][0/13] Loss_D: 0.0252 Loss_G: 8.6303 D(x): 0.9799 D(G(z)): 0.0045 / 0.0010 [914/10000][0/13] Loss_D: 0.0217 Loss_G: 6.4449 D(x): 0.9973 D(G(z)): 0.0187 / 0.0022 [915/10000][0/13] Loss_D: 0.0217 Loss_G: 6.4825 D(x): 0.9953 D(G(z)): 0.0167 / 0.0021 [916/10000][0/13] Loss_D: 0.0050 Loss_G: 7.5272 D(x): 0.9964 D(G(z)): 0.0014 / 0.0007 [917/10000][0/13] Loss_D: 0.0229 Loss_G: 5.8275 D(x): 0.9954 D(G(z)): 0.0180 / 0.0044 [918/10000][0/13] Loss_D: 0.0139 Loss_G: 6.5513 D(x): 0.9975 D(G(z)): 0.0113 / 0.0022 [919/10000][0/13] Loss_D: 0.0544 Loss_G: 7.2291 D(x): 0.9968 D(G(z)): 0.0494 / 0.0013 [920/10000][0/13] Loss_D: 0.0504 Loss_G: 10.3567 D(x): 0.9596 D(G(z)): 0.0003 / 0.0002 [921/10000][0/13] Loss_D: 0.0160 Loss_G: 5.7341 D(x): 0.9987 D(G(z)): 0.0146 / 0.0037 [922/10000][0/13] Loss_D: 0.3739 Loss_G: 5.2563 D(x): 0.8737 D(G(z)): 0.0017 / 0.0211 [923/10000][0/13] Loss_D: 0.0151 Loss_G: 6.2295 D(x): 0.9878 D(G(z)): 0.0023 / 0.0029 [924/10000][0/13] Loss_D: 0.1358 Loss_G: 8.2227 D(x): 0.9598 D(G(z)): 0.0021 / 0.0017 [925/10000][0/13] Loss_D: 0.0131 Loss_G: 7.0609 D(x): 0.9896 D(G(z)): 0.0025 / 0.0014 [926/10000][0/13] Loss_D: 0.2348 Loss_G: 18.6068 D(x): 0.9981 D(G(z)): 0.1793 / 0.0006 [927/10000][0/13] Loss_D: 0.0318 Loss_G: 8.4663 D(x): 0.9996 D(G(z)): 0.0291 / 0.0041 [928/10000][0/13] Loss_D: 0.0314 Loss_G: 5.4265 D(x): 0.9797 D(G(z)): 0.0090 / 0.0104 [929/10000][0/13] Loss_D: 0.0415 Loss_G: 6.2869 D(x): 0.9763 D(G(z)): 0.0062 / 0.0031 [930/10000][0/13] Loss_D: 0.0020 Loss_G: 7.5759 D(x): 0.9999 D(G(z)): 0.0018 / 0.0012 [931/10000][0/13] Loss_D: 0.0098 Loss_G: 6.1801 D(x): 0.9994 D(G(z)): 0.0091 / 0.0032 [932/10000][0/13] Loss_D: 0.0318 Loss_G: 7.5618 D(x): 0.9976 D(G(z)): 0.0261 / 0.0020 [933/10000][0/13] Loss_D: 0.0253 Loss_G: 6.5651 D(x): 0.9969 D(G(z)): 0.0216 / 0.0022 [934/10000][0/13] Loss_D: 0.0101 Loss_G: 6.5974 D(x): 0.9925 D(G(z)): 0.0024 / 0.0068 [935/10000][0/13] Loss_D: 0.0100 Loss_G: 6.3339 D(x): 0.9985 D(G(z)): 0.0084 / 0.0082 [936/10000][0/13] Loss_D: 0.0086 Loss_G: 6.5043 D(x): 0.9956 D(G(z)): 0.0042 / 0.0020 [937/10000][0/13] Loss_D: 0.0260 Loss_G: 5.7066 D(x): 0.9831 D(G(z)): 0.0082 / 0.0068 [938/10000][0/13] Loss_D: 0.0108 Loss_G: 6.0083 D(x): 0.9971 D(G(z)): 0.0078 / 0.0035 [939/10000][0/13] Loss_D: 0.0211 Loss_G: 5.5063 D(x): 0.9997 D(G(z)): 0.0204 / 0.0078 [940/10000][0/13] Loss_D: 0.0079 Loss_G: 6.8318 D(x): 0.9957 D(G(z)): 0.0035 / 0.0020 [941/10000][0/13] Loss_D: 0.3274 Loss_G: 34.3107 D(x): 0.9999 D(G(z)): 0.0901 / 0.0032 [942/10000][0/13] Loss_D: 0.0675 Loss_G: 44.0951 D(x): 0.9515 D(G(z)): 0.0000 / 0.0000 [943/10000][0/13] Loss_D: 0.0129 Loss_G: 18.2309 D(x): 0.9996 D(G(z)): 0.0122 / 0.0046 [944/10000][0/13] Loss_D: 0.0142 Loss_G: 7.7912 D(x): 0.9958 D(G(z)): 0.0098 / 0.0016 [945/10000][0/13] Loss_D: 0.0414 Loss_G: 5.7634 D(x): 0.9951 D(G(z)): 0.0355 / 0.0051 [946/10000][0/13] Loss_D: 0.0402 Loss_G: 6.5170 D(x): 0.9969 D(G(z)): 0.0359 / 0.0029 [947/10000][0/13] Loss_D: 0.0307 Loss_G: 17.7318 D(x): 0.9811 D(G(z)): 0.0081 / 0.0042 [948/10000][0/13] Loss_D: 0.0155 Loss_G: 6.6075 D(x): 0.9909 D(G(z)): 0.0062 / 0.0019 [949/10000][0/13] Loss_D: 0.1482 Loss_G: 10.0501 D(x): 0.9999 D(G(z)): 0.1155 / 0.0002 [950/10000][0/13] Loss_D: 0.0198 Loss_G: 6.2976 D(x): 0.9996 D(G(z)): 0.0190 / 0.0025 [951/10000][0/13] Loss_D: 0.0626 Loss_G: 13.4896 D(x): 0.9495 D(G(z)): 0.0004 / 0.0003 [952/10000][0/13] Loss_D: 0.0256 Loss_G: 8.5293 D(x): 0.9802 D(G(z)): 0.0011 / 0.0004 [953/10000][0/13] Loss_D: 0.0518 Loss_G: 7.3133 D(x): 0.9940 D(G(z)): 0.0429 / 0.0013 [954/10000][0/13] Loss_D: 0.0031 Loss_G: 25.9014 D(x): 0.9992 D(G(z)): 0.0022 / 0.0012 [955/10000][0/13] Loss_D: 0.0144 Loss_G: 15.3091 D(x): 0.9908 D(G(z)): 0.0048 / 0.0025 [956/10000][0/13] Loss_D: 0.0057 Loss_G: 7.4306 D(x): 0.9974 D(G(z)): 0.0031 / 0.0010 [957/10000][0/13] Loss_D: 0.0142 Loss_G: 6.1064 D(x): 0.9990 D(G(z)): 0.0130 / 0.0034 [958/10000][0/13] Loss_D: 0.0097 Loss_G: 6.7083 D(x): 0.9931 D(G(z)): 0.0027 / 0.0014 [959/10000][0/13] Loss_D: 0.0115 Loss_G: 5.3950 D(x): 0.9991 D(G(z)): 0.0105 / 0.0072 [960/10000][0/13] Loss_D: 0.0059 Loss_G: 9.0148 D(x): 0.9952 D(G(z)): 0.0007 / 0.0005 [961/10000][0/13] Loss_D: 0.0145 Loss_G: 10.2290 D(x): 0.9969 D(G(z)): 0.0111 / 0.0014 [962/10000][0/13] Loss_D: 0.7178 Loss_G: 15.9016 D(x): 0.9185 D(G(z)): 0.0824 / 0.0120 [963/10000][0/13] Loss_D: 0.0029 Loss_G: 8.0232 D(x): 0.9995 D(G(z)): 0.0024 / 0.0013 [964/10000][0/13] Loss_D: 0.0143 Loss_G: 5.8216 D(x): 0.9991 D(G(z)): 0.0133 / 0.0043 [965/10000][0/13] Loss_D: 0.0068 Loss_G: 7.0581 D(x): 0.9945 D(G(z)): 0.0009 / 0.0013 [966/10000][0/13] Loss_D: 0.0460 Loss_G: 5.0529 D(x): 0.9672 D(G(z)): 0.0113 / 0.0082 [967/10000][0/13] Loss_D: 0.0450 Loss_G: 6.8466 D(x): 0.9980 D(G(z)): 0.0413 / 0.0017 [968/10000][0/13] Loss_D: 0.0155 Loss_G: 5.4521 D(x): 0.9974 D(G(z)): 0.0127 / 0.0064 [969/10000][0/13] Loss_D: 0.0063 Loss_G: 8.9590 D(x): 0.9997 D(G(z)): 0.0060 / 0.0022 [970/10000][0/13] Loss_D: 0.5453 Loss_G: 33.3921 D(x): 0.8406 D(G(z)): 0.0000 / 0.0000 [971/10000][0/13] Loss_D: 0.0179 Loss_G: 17.3855 D(x): 0.9905 D(G(z)): 0.0079 / 0.0026 [972/10000][0/13] Loss_D: 0.0051 Loss_G: 10.5911 D(x): 0.9952 D(G(z)): 0.0002 / 0.0001 [973/10000][0/13] Loss_D: 0.1003 Loss_G: 9.9131 D(x): 0.9986 D(G(z)): 0.0886 / 0.0001 [974/10000][0/13] Loss_D: 0.0059 Loss_G: 7.3560 D(x): 0.9975 D(G(z)): 0.0034 / 0.0012 [975/10000][0/13] Loss_D: 0.0138 Loss_G: 5.9931 D(x): 0.9956 D(G(z)): 0.0092 / 0.0033 [976/10000][0/13] Loss_D: 0.0506 Loss_G: 5.0158 D(x): 0.9582 D(G(z)): 0.0042 / 0.0129 [977/10000][0/13] Loss_D: 0.0202 Loss_G: 5.8241 D(x): 0.9953 D(G(z)): 0.0153 / 0.0053 [978/10000][0/13] Loss_D: 1.0600 Loss_G: 36.3999 D(x): 0.9687 D(G(z)): 0.3583 / 0.0000 [979/10000][0/13] Loss_D: 0.0103 Loss_G: 22.3596 D(x): 0.9989 D(G(z)): 0.0089 / 0.0024 [980/10000][0/13] Loss_D: 0.0065 Loss_G: 7.6718 D(x): 0.9999 D(G(z)): 0.0063 / 0.0022 [981/10000][0/13] Loss_D: 0.0184 Loss_G: 6.3214 D(x): 0.9874 D(G(z)): 0.0045 / 0.0030 [982/10000][0/13] Loss_D: 0.0034 Loss_G: 7.2926 D(x): 0.9985 D(G(z)): 0.0019 / 0.0011 [983/10000][0/13] Loss_D: 0.0168 Loss_G: 5.9245 D(x): 0.9998 D(G(z)): 0.0164 / 0.0033 [984/10000][0/13] Loss_D: 0.0060 Loss_G: 6.0643 D(x): 0.9988 D(G(z)): 0.0047 / 0.0028 [985/10000][0/13] Loss_D: 0.0385 Loss_G: 5.8963 D(x): 0.9989 D(G(z)): 0.0362 / 0.0047 [986/10000][0/13] Loss_D: 0.0827 Loss_G: 7.6057 D(x): 0.9980 D(G(z)): 0.0739 / 0.0027 [987/10000][0/13] Loss_D: 0.0933 Loss_G: 11.4371 D(x): 0.9990 D(G(z)): 0.0792 / 0.0017 [988/10000][0/13] Loss_D: 0.1071 Loss_G: 10.0551 D(x): 0.9698 D(G(z)): 0.0093 / 0.0050 [989/10000][0/13] Loss_D: 0.0114 Loss_G: 6.4565 D(x): 0.9999 D(G(z)): 0.0111 / 0.0024 [990/10000][0/13] Loss_D: 0.0121 Loss_G: 7.6154 D(x): 0.9912 D(G(z)): 0.0028 / 0.0034 [991/10000][0/13] Loss_D: 0.0019 Loss_G: 9.1454 D(x): 0.9998 D(G(z)): 0.0016 / 0.0008 [992/10000][0/13] Loss_D: 0.0068 Loss_G: 20.4933 D(x): 0.9998 D(G(z)): 0.0066 / 0.0017 [993/10000][0/13] Loss_D: 0.0035 Loss_G: 8.9665 D(x): 0.9993 D(G(z)): 0.0028 / 0.0018 [994/10000][0/13] Loss_D: 0.0709 Loss_G: 18.3938 D(x): 0.9999 D(G(z)): 0.0633 / 0.0002 [995/10000][0/13] Loss_D: 0.0317 Loss_G: 6.7181 D(x): 0.9795 D(G(z)): 0.0036 / 0.0020 [996/10000][0/13] Loss_D: 0.1360 Loss_G: 21.4016 D(x): 0.9690 D(G(z)): 0.0011 / 0.0005 [997/10000][0/13] Loss_D: 0.0024 Loss_G: 10.4206 D(x): 0.9997 D(G(z)): 0.0020 / 0.0011 [998/10000][0/13] Loss_D: 0.0033 Loss_G: 6.5920 D(x): 0.9990 D(G(z)): 0.0023 / 0.0020 [999/10000][0/13] Loss_D: 0.0154 Loss_G: 6.0525 D(x): 0.9991 D(G(z)): 0.0143 / 0.0034 [1000/10000][0/13] Loss_D: 0.0061 Loss_G: 6.9040 D(x): 0.9993 D(G(z)): 0.0054 / 0.0013 [1001/10000][0/13] Loss_D: 0.0128 Loss_G: 7.0494 D(x): 0.9996 D(G(z)): 0.0122 / 0.0011 [1002/10000][0/13] Loss_D: 0.0116 Loss_G: 6.8180 D(x): 0.9914 D(G(z)): 0.0029 / 0.0018 [1003/10000][0/13] Loss_D: 0.0049 Loss_G: 6.4064 D(x): 0.9989 D(G(z)): 0.0037 / 0.0023 [1004/10000][0/13] Loss_D: 0.0130 Loss_G: 6.0712 D(x): 0.9959 D(G(z)): 0.0088 / 0.0030 [1005/10000][0/13] Loss_D: 0.0010 Loss_G: 12.1227 D(x): 0.9995 D(G(z)): 0.0005 / 0.0003 [1006/10000][0/13] Loss_D: 0.0221 Loss_G: 6.1367 D(x): 0.9996 D(G(z)): 0.0213 / 0.0028 [1007/10000][0/13] Loss_D: 0.0337 Loss_G: 6.3309 D(x): 0.9744 D(G(z)): 0.0028 / 0.0042 [1008/10000][0/13] Loss_D: 0.0090 Loss_G: 6.2075 D(x): 0.9958 D(G(z)): 0.0047 / 0.0029 [1009/10000][0/13] Loss_D: 0.0115 Loss_G: 6.3845 D(x): 0.9931 D(G(z)): 0.0045 / 0.0028 [1010/10000][0/13] Loss_D: 0.0816 Loss_G: 4.2538 D(x): 0.9513 D(G(z)): 0.0029 / 0.0540 [1011/10000][0/13] Loss_D: 0.0210 Loss_G: 5.6069 D(x): 0.9892 D(G(z)): 0.0099 / 0.0055 [1012/10000][0/13] Loss_D: 0.0071 Loss_G: 7.1304 D(x): 0.9943 D(G(z)): 0.0014 / 0.0013 [1013/10000][0/13] Loss_D: 0.0069 Loss_G: 7.4113 D(x): 0.9954 D(G(z)): 0.0022 / 0.0012 [1014/10000][0/13] Loss_D: 0.0918 Loss_G: 3.2219 D(x): 0.9291 D(G(z)): 0.0050 / 0.0973 [1015/10000][0/13] Loss_D: 0.0125 Loss_G: 6.3493 D(x): 0.9985 D(G(z)): 0.0109 / 0.0024 [1016/10000][0/13] Loss_D: 0.0084 Loss_G: 9.4033 D(x): 0.9950 D(G(z)): 0.0033 / 0.0021 [1017/10000][0/13] Loss_D: 0.0189 Loss_G: 4.8441 D(x): 0.9908 D(G(z)): 0.0094 / 0.0117 [1018/10000][0/13] Loss_D: 0.0038 Loss_G: 6.5090 D(x): 1.0000 D(G(z)): 0.0037 / 0.0019 [1019/10000][0/13] Loss_D: 0.0007 Loss_G: 17.8836 D(x): 0.9999 D(G(z)): 0.0007 / 0.0005 [1020/10000][0/13] Loss_D: 0.0044 Loss_G: 16.5438 D(x): 0.9996 D(G(z)): 0.0040 / 0.0007 [1021/10000][0/13] Loss_D: 0.0077 Loss_G: 7.0509 D(x): 0.9991 D(G(z)): 0.0067 / 0.0025 [1022/10000][0/13] Loss_D: 0.0025 Loss_G: 7.5247 D(x): 0.9991 D(G(z)): 0.0015 / 0.0009 [1023/10000][0/13] Loss_D: 0.0051 Loss_G: 6.2760 D(x): 0.9995 D(G(z)): 0.0046 / 0.0023 [1024/10000][0/13] Loss_D: 0.0077 Loss_G: 6.1174 D(x): 0.9991 D(G(z)): 0.0067 / 0.0030 [1025/10000][0/13] Loss_D: 0.0200 Loss_G: 6.0292 D(x): 0.9885 D(G(z)): 0.0083 / 0.0039 [1026/10000][0/13] Loss_D: 0.0081 Loss_G: 6.7624 D(x): 0.9950 D(G(z)): 0.0031 / 0.0017 [1027/10000][0/13] Loss_D: 0.0237 Loss_G: 5.5142 D(x): 0.9856 D(G(z)): 0.0088 / 0.0049 [1028/10000][0/13] Loss_D: 0.0120 Loss_G: 7.2579 D(x): 0.9938 D(G(z)): 0.0055 / 0.0033 [1029/10000][0/13] Loss_D: 0.0300 Loss_G: 5.0896 D(x): 0.9868 D(G(z)): 0.0147 / 0.0295 [1030/10000][0/13] Loss_D: 0.0079 Loss_G: 16.5316 D(x): 0.9995 D(G(z)): 0.0073 / 0.0030 [1031/10000][0/13] Loss_D: 0.0015 Loss_G: 13.6607 D(x): 0.9993 D(G(z)): 0.0008 / 0.0004 [1032/10000][0/13] Loss_D: 0.0322 Loss_G: 6.3939 D(x): 0.9986 D(G(z)): 0.0300 / 0.0033 [1033/10000][0/13] Loss_D: 0.0400 Loss_G: 6.4605 D(x): 0.9902 D(G(z)): 0.0278 / 0.0044 [1034/10000][0/13] Loss_D: 0.0141 Loss_G: 11.2799 D(x): 0.9972 D(G(z)): 0.0110 / 0.0021 [1035/10000][0/13] Loss_D: 0.0396 Loss_G: 21.1777 D(x): 0.9875 D(G(z)): 0.0231 / 0.0001 [1036/10000][0/13] Loss_D: 0.0029 Loss_G: 7.3488 D(x): 0.9988 D(G(z)): 0.0017 / 0.0012 [1037/10000][0/13] Loss_D: 0.0034 Loss_G: 6.5819 D(x): 0.9995 D(G(z)): 0.0029 / 0.0019 [1038/10000][0/13] Loss_D: 1.7819 Loss_G: 41.4785 D(x): 1.0000 D(G(z)): 0.5218 / 0.0000 [1039/10000][0/13] Loss_D: 0.0082 Loss_G: 30.8130 D(x): 0.9995 D(G(z)): 0.0075 / 0.0010 [1040/10000][0/13] Loss_D: 0.0209 Loss_G: 14.8436 D(x): 0.9999 D(G(z)): 0.0197 / 0.0005 [1041/10000][0/13] Loss_D: 0.0068 Loss_G: 7.0761 D(x): 0.9992 D(G(z)): 0.0059 / 0.0013 [1042/10000][0/13] Loss_D: 0.0080 Loss_G: 6.5300 D(x): 0.9966 D(G(z)): 0.0046 / 0.0018 [1043/10000][0/13] Loss_D: 0.0470 Loss_G: 5.2503 D(x): 0.9613 D(G(z)): 0.0038 / 0.0070 [1044/10000][0/13] Loss_D: 0.0045 Loss_G: 8.9323 D(x): 0.9979 D(G(z)): 0.0023 / 0.0010 [1045/10000][0/13] Loss_D: 0.0045 Loss_G: 7.3026 D(x): 0.9971 D(G(z)): 0.0015 / 0.0021 [1046/10000][0/13] Loss_D: 0.0168 Loss_G: 5.8745 D(x): 0.9963 D(G(z)): 0.0128 / 0.0043 [1047/10000][0/13] Loss_D: 0.4712 Loss_G: 18.2467 D(x): 0.9685 D(G(z)): 0.0335 / 0.0016 [1048/10000][0/13] Loss_D: 0.0043 Loss_G: 7.8279 D(x): 0.9974 D(G(z)): 0.0016 / 0.0011 [1049/10000][0/13] Loss_D: 0.0103 Loss_G: 6.8506 D(x): 0.9995 D(G(z)): 0.0096 / 0.0018 [1050/10000][0/13] Loss_D: 0.0332 Loss_G: 5.4561 D(x): 0.9729 D(G(z)): 0.0049 / 0.0072 [1051/10000][0/13] Loss_D: 0.0203 Loss_G: 5.2105 D(x): 0.9874 D(G(z)): 0.0072 / 0.0065 [1052/10000][0/13] Loss_D: 0.0086 Loss_G: 6.2565 D(x): 0.9986 D(G(z)): 0.0072 / 0.0024 [1053/10000][0/13] Loss_D: 0.0064 Loss_G: 6.9771 D(x): 0.9998 D(G(z)): 0.0062 / 0.0016 [1054/10000][0/13] Loss_D: 0.0120 Loss_G: 5.8388 D(x): 0.9950 D(G(z)): 0.0068 / 0.0046 [1055/10000][0/13] Loss_D: 0.0019 Loss_G: 8.3120 D(x): 0.9995 D(G(z)): 0.0014 / 0.0008 [1056/10000][0/13] Loss_D: 0.0029 Loss_G: 10.7140 D(x): 0.9976 D(G(z)): 0.0005 / 0.0006 [1057/10000][0/13] Loss_D: 0.0280 Loss_G: 6.1420 D(x): 0.9999 D(G(z)): 0.0255 / 0.0238 [1058/10000][0/13] Loss_D: 0.0094 Loss_G: 7.1799 D(x): 0.9969 D(G(z)): 0.0062 / 0.0020 [1059/10000][0/13] Loss_D: 0.0056 Loss_G: 7.6433 D(x): 0.9967 D(G(z)): 0.0023 / 0.0010 [1060/10000][0/13] Loss_D: 0.0119 Loss_G: 6.2037 D(x): 0.9975 D(G(z)): 0.0093 / 0.0027 [1061/10000][0/13] Loss_D: 0.6816 Loss_G: 32.6250 D(x): 0.9989 D(G(z)): 0.2098 / 0.0000 [1062/10000][0/13] Loss_D: 0.0022 Loss_G: 19.6211 D(x): 0.9999 D(G(z)): 0.0021 / 0.0002 [1063/10000][0/13] Loss_D: 0.0323 Loss_G: 6.9515 D(x): 0.9959 D(G(z)): 0.0274 / 0.0019 [1064/10000][0/13] Loss_D: 0.0135 Loss_G: 7.3730 D(x): 0.9894 D(G(z)): 0.0027 / 0.0018 [1065/10000][0/13] Loss_D: 0.1448 Loss_G: 27.9711 D(x): 0.9999 D(G(z)): 0.0684 / 0.0002 [1066/10000][0/13] Loss_D: 0.0284 Loss_G: 15.1865 D(x): 1.0000 D(G(z)): 0.0272 / 0.0019 [1067/10000][0/13] Loss_D: 0.0467 Loss_G: 7.9830 D(x): 0.9714 D(G(z)): 0.0131 / 0.0024 [1068/10000][0/13] Loss_D: 0.4458 Loss_G: 28.7610 D(x): 0.9995 D(G(z)): 0.3114 / 0.0000 [1069/10000][0/13] Loss_D: 0.0109 Loss_G: 18.3243 D(x): 0.9994 D(G(z)): 0.0102 / 0.0012 [1070/10000][0/13] Loss_D: 0.0185 Loss_G: 9.0984 D(x): 0.9862 D(G(z)): 0.0035 / 0.0016 [1071/10000][0/13] Loss_D: 0.0164 Loss_G: 5.9487 D(x): 0.9997 D(G(z)): 0.0159 / 0.0040 [1072/10000][0/13] Loss_D: 0.0092 Loss_G: 6.2701 D(x): 0.9944 D(G(z)): 0.0035 / 0.0026 [1073/10000][0/13] Loss_D: 0.0260 Loss_G: 7.0971 D(x): 0.9765 D(G(z)): 0.0009 / 0.0014 [1074/10000][0/13] Loss_D: 0.0204 Loss_G: 6.6671 D(x): 0.9831 D(G(z)): 0.0020 / 0.0017 [1075/10000][0/13] Loss_D: 0.0022 Loss_G: 8.5703 D(x): 0.9985 D(G(z)): 0.0007 / 0.0004 [1076/10000][0/13] Loss_D: 0.2279 Loss_G: 15.2816 D(x): 0.9994 D(G(z)): 0.1412 / 0.0006 [1077/10000][0/13] Loss_D: 0.0066 Loss_G: 15.6979 D(x): 0.9989 D(G(z)): 0.0054 / 0.0028 [1078/10000][0/13] Loss_D: 0.0181 Loss_G: 9.5127 D(x): 0.9853 D(G(z)): 0.0023 / 0.0037 [1079/10000][0/13] Loss_D: 0.0717 Loss_G: 9.5368 D(x): 0.9995 D(G(z)): 0.0621 / 0.0020 [1080/10000][0/13] Loss_D: 0.0033 Loss_G: 8.2044 D(x): 0.9994 D(G(z)): 0.0027 / 0.0016 [1081/10000][0/13] Loss_D: 0.0093 Loss_G: 8.7627 D(x): 0.9947 D(G(z)): 0.0039 / 0.0026 [1082/10000][0/13] Loss_D: 0.0203 Loss_G: 7.4931 D(x): 0.9829 D(G(z)): 0.0022 / 0.0024 [1083/10000][0/13] Loss_D: 0.0100 Loss_G: 9.5556 D(x): 0.9910 D(G(z)): 0.0007 / 0.0004 [1084/10000][0/13] Loss_D: 0.0362 Loss_G: 5.6127 D(x): 0.9812 D(G(z)): 0.0150 / 0.0046 [1085/10000][0/13] Loss_D: 0.0067 Loss_G: 6.8023 D(x): 0.9978 D(G(z)): 0.0045 / 0.0023 [1086/10000][0/13] Loss_D: 0.0248 Loss_G: 6.3184 D(x): 0.9999 D(G(z)): 0.0238 / 0.0044 [1087/10000][0/13] Loss_D: 0.8125 Loss_G: 25.5175 D(x): 0.8724 D(G(z)): 0.0045 / 0.0322 [1088/10000][0/13] Loss_D: 0.0443 Loss_G: 16.2592 D(x): 0.9745 D(G(z)): 0.0014 / 0.0009 [1089/10000][0/13] Loss_D: 0.0100 Loss_G: 7.9363 D(x): 0.9968 D(G(z)): 0.0067 / 0.0007 [1090/10000][0/13] Loss_D: 0.0069 Loss_G: 6.6822 D(x): 0.9985 D(G(z)): 0.0053 / 0.0018 [1091/10000][0/13] Loss_D: 0.0079 Loss_G: 6.2598 D(x): 0.9966 D(G(z)): 0.0044 / 0.0028 [1092/10000][0/13] Loss_D: 0.0257 Loss_G: 5.5190 D(x): 0.9941 D(G(z)): 0.0194 / 0.0052 [1093/10000][0/13] Loss_D: 0.0080 Loss_G: 6.0795 D(x): 0.9996 D(G(z)): 0.0076 / 0.0031 [1094/10000][0/13] Loss_D: 0.0064 Loss_G: 6.3004 D(x): 0.9977 D(G(z)): 0.0041 / 0.0029 [1095/10000][0/13] Loss_D: 0.0050 Loss_G: 7.4397 D(x): 0.9993 D(G(z)): 0.0042 / 0.0015 [1096/10000][0/13] Loss_D: 0.0067 Loss_G: 6.3885 D(x): 0.9972 D(G(z)): 0.0039 / 0.0027 [1097/10000][0/13] Loss_D: 0.0538 Loss_G: 6.8279 D(x): 0.9992 D(G(z)): 0.0501 / 0.0021 [1098/10000][0/13] Loss_D: 0.0071 Loss_G: 6.3933 D(x): 0.9995 D(G(z)): 0.0066 / 0.0028 [1099/10000][0/13] Loss_D: 0.0069 Loss_G: 11.0975 D(x): 0.9948 D(G(z)): 0.0015 / 0.0024 [1100/10000][0/13] Loss_D: 0.0045 Loss_G: 12.2330 D(x): 0.9989 D(G(z)): 0.0034 / 0.0021 [1101/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7114 D(x): 0.9999 D(G(z)): 0.0007 / 0.0003 [1102/10000][0/13] Loss_D: 0.0057 Loss_G: 6.5739 D(x): 0.9976 D(G(z)): 0.0032 / 0.0025 [1103/10000][0/13] Loss_D: 0.0413 Loss_G: 7.6262 D(x): 1.0000 D(G(z)): 0.0392 / 0.0022 [1104/10000][0/13] Loss_D: 0.0031 Loss_G: 11.8194 D(x): 0.9987 D(G(z)): 0.0018 / 0.0010 [1105/10000][0/13] Loss_D: 0.1070 Loss_G: 25.2304 D(x): 0.9935 D(G(z)): 0.0865 / 0.0001 [1106/10000][0/13] Loss_D: 0.0674 Loss_G: 11.3023 D(x): 0.9998 D(G(z)): 0.0498 / 0.0010 [1107/10000][0/13] Loss_D: 0.0277 Loss_G: 8.0654 D(x): 0.9998 D(G(z)): 0.0227 / 0.0027 [1108/10000][0/13] Loss_D: 0.0073 Loss_G: 7.4796 D(x): 0.9995 D(G(z)): 0.0068 / 0.0013 [1109/10000][0/13] Loss_D: 0.0092 Loss_G: 6.1079 D(x): 0.9967 D(G(z)): 0.0058 / 0.0033 [1110/10000][0/13] Loss_D: 0.0778 Loss_G: 5.3982 D(x): 0.9680 D(G(z)): 0.0098 / 0.0472 [1111/10000][0/13] Loss_D: 0.0031 Loss_G: 7.2874 D(x): 0.9999 D(G(z)): 0.0031 / 0.0016 [1112/10000][0/13] Loss_D: 0.0027 Loss_G: 7.1637 D(x): 0.9993 D(G(z)): 0.0020 / 0.0015 [1113/10000][0/13] Loss_D: 0.0146 Loss_G: 6.3262 D(x): 0.9875 D(G(z)): 0.0019 / 0.0022 [1114/10000][0/13] Loss_D: 0.0099 Loss_G: 6.1977 D(x): 0.9942 D(G(z)): 0.0039 / 0.0043 [1115/10000][0/13] Loss_D: 0.6408 Loss_G: 20.6601 D(x): 0.9999 D(G(z)): 0.3001 / 0.0000 [1116/10000][0/13] Loss_D: 0.0056 Loss_G: 8.0631 D(x): 0.9997 D(G(z)): 0.0053 / 0.0011 [1117/10000][0/13] Loss_D: 0.0249 Loss_G: 6.5317 D(x): 0.9833 D(G(z)): 0.0042 / 0.0026 [1118/10000][0/13] Loss_D: 0.0139 Loss_G: 9.8200 D(x): 0.9893 D(G(z)): 0.0027 / 0.0011 [1119/10000][0/13] Loss_D: 0.0301 Loss_G: 6.7994 D(x): 0.9999 D(G(z)): 0.0288 / 0.0019 [1120/10000][0/13] Loss_D: 0.0080 Loss_G: 18.4914 D(x): 0.9997 D(G(z)): 0.0077 / 0.0032 [1121/10000][0/13] Loss_D: 0.0640 Loss_G: 16.0081 D(x): 0.9542 D(G(z)): 0.0087 / 0.0146 [1122/10000][0/13] Loss_D: 0.0053 Loss_G: 10.4556 D(x): 0.9993 D(G(z)): 0.0045 / 0.0024 [1123/10000][0/13] Loss_D: 0.3642 Loss_G: 15.1691 D(x): 0.9992 D(G(z)): 0.1673 / 0.0002 [1124/10000][0/13] Loss_D: 0.0015 Loss_G: 21.2269 D(x): 0.9991 D(G(z)): 0.0006 / 0.0006 [1125/10000][0/13] Loss_D: 0.0092 Loss_G: 12.5785 D(x): 0.9946 D(G(z)): 0.0037 / 0.0016 [1126/10000][0/13] Loss_D: 0.0024 Loss_G: 9.1589 D(x): 0.9999 D(G(z)): 0.0023 / 0.0013 [1127/10000][0/13] Loss_D: 0.0057 Loss_G: 6.5780 D(x): 0.9990 D(G(z)): 0.0047 / 0.0021 [1128/10000][0/13] Loss_D: 0.0068 Loss_G: 6.3958 D(x): 0.9993 D(G(z)): 0.0061 / 0.0023 [1129/10000][0/13] Loss_D: 0.2781 Loss_G: 11.0813 D(x): 0.9685 D(G(z)): 0.0032 / 0.0068 [1130/10000][0/13] Loss_D: 0.0049 Loss_G: 6.5208 D(x): 0.9991 D(G(z)): 0.0041 / 0.0022 [1131/10000][0/13] Loss_D: 0.0079 Loss_G: 6.2719 D(x): 0.9979 D(G(z)): 0.0058 / 0.0027 [1132/10000][0/13] Loss_D: 0.0094 Loss_G: 29.7515 D(x): 0.9956 D(G(z)): 0.0045 / 0.0287 [1133/10000][0/13] Loss_D: 0.0857 Loss_G: 8.8638 D(x): 0.9685 D(G(z)): 0.0268 / 0.0041 [1134/10000][0/13] Loss_D: 0.0119 Loss_G: 6.5765 D(x): 0.9998 D(G(z)): 0.0115 / 0.0022 [1135/10000][0/13] Loss_D: 0.0191 Loss_G: 7.0030 D(x): 0.9999 D(G(z)): 0.0186 / 0.0015 [1136/10000][0/13] Loss_D: 0.0088 Loss_G: 6.6034 D(x): 0.9991 D(G(z)): 0.0079 / 0.0018 [1137/10000][0/13] Loss_D: 0.0054 Loss_G: 7.0318 D(x): 0.9990 D(G(z)): 0.0044 / 0.0023 [1138/10000][0/13] Loss_D: 0.0377 Loss_G: 5.9832 D(x): 0.9672 D(G(z)): 0.0031 / 0.0046 [1139/10000][0/13] Loss_D: 0.0047 Loss_G: 7.3078 D(x): 0.9974 D(G(z)): 0.0021 / 0.0016 [1140/10000][0/13] Loss_D: 0.0104 Loss_G: 8.3133 D(x): 0.9913 D(G(z)): 0.0012 / 0.0012 [1141/10000][0/13] Loss_D: 0.0515 Loss_G: 8.2732 D(x): 0.9998 D(G(z)): 0.0489 / 0.0011 [1142/10000][0/13] Loss_D: 0.0035 Loss_G: 13.0533 D(x): 0.9998 D(G(z)): 0.0033 / 0.0019 [1143/10000][0/13] Loss_D: 0.0020 Loss_G: 8.1340 D(x): 0.9999 D(G(z)): 0.0019 / 0.0009 [1144/10000][0/13] Loss_D: 0.0060 Loss_G: 6.5238 D(x): 0.9991 D(G(z)): 0.0051 / 0.0023 [1145/10000][0/13] Loss_D: 0.0031 Loss_G: 7.6287 D(x): 0.9985 D(G(z)): 0.0016 / 0.0010 [1146/10000][0/13] Loss_D: 0.0059 Loss_G: 25.2580 D(x): 0.9987 D(G(z)): 0.0045 / 0.0042 [1147/10000][0/13] Loss_D: 1.0762 Loss_G: 12.8792 D(x): 0.9665 D(G(z)): 0.0120 / 0.0029 [1148/10000][0/13] Loss_D: 0.0037 Loss_G: 6.7705 D(x): 0.9996 D(G(z)): 0.0033 / 0.0019 [1149/10000][0/13] Loss_D: 0.5430 Loss_G: 16.2018 D(x): 0.9619 D(G(z)): 0.0074 / 0.0042 [1150/10000][0/13] Loss_D: 0.0025 Loss_G: 9.6116 D(x): 0.9979 D(G(z)): 0.0004 / 0.0003 [1151/10000][0/13] Loss_D: 0.0027 Loss_G: 7.3275 D(x): 0.9996 D(G(z)): 0.0022 / 0.0015 [1152/10000][0/13] Loss_D: 0.0052 Loss_G: 5.8837 D(x): 0.9999 D(G(z)): 0.0051 / 0.0042 [1153/10000][0/13] Loss_D: 0.0120 Loss_G: 5.2825 D(x): 0.9999 D(G(z)): 0.0118 / 0.0069 [1154/10000][0/13] Loss_D: 0.0057 Loss_G: 6.9637 D(x): 0.9987 D(G(z)): 0.0044 / 0.0021 [1155/10000][0/13] Loss_D: 0.3377 Loss_G: 26.8416 D(x): 0.9047 D(G(z)): 0.0276 / 0.0973 [1156/10000][0/13] Loss_D: 0.0045 Loss_G: 13.9199 D(x): 0.9985 D(G(z)): 0.0030 / 0.0009 [1157/10000][0/13] Loss_D: 0.0350 Loss_G: 7.4769 D(x): 0.9978 D(G(z)): 0.0319 / 0.0009 [1158/10000][0/13] Loss_D: 0.0275 Loss_G: 7.4420 D(x): 0.9767 D(G(z)): 0.0030 / 0.0009 [1159/10000][0/13] Loss_D: 0.0038 Loss_G: 12.8996 D(x): 0.9999 D(G(z)): 0.0036 / 0.0017 [1160/10000][0/13] Loss_D: 0.0558 Loss_G: 11.5791 D(x): 0.9997 D(G(z)): 0.0526 / 0.0006 [1161/10000][0/13] Loss_D: 0.0217 Loss_G: 7.6529 D(x): 0.9934 D(G(z)): 0.0147 / 0.0017 [1162/10000][0/13] Loss_D: 0.0204 Loss_G: 6.7924 D(x): 0.9956 D(G(z)): 0.0157 / 0.0022 [1163/10000][0/13] Loss_D: 0.0074 Loss_G: 8.2496 D(x): 0.9995 D(G(z)): 0.0067 / 0.0005 [1164/10000][0/13] Loss_D: 0.0022 Loss_G: 27.4935 D(x): 0.9979 D(G(z)): 0.0000 / 0.0000 [1165/10000][0/13] Loss_D: 0.0113 Loss_G: 20.1508 D(x): 0.9990 D(G(z)): 0.0100 / 0.0022 [1166/10000][0/13] Loss_D: 0.0084 Loss_G: 9.7074 D(x): 0.9950 D(G(z)): 0.0033 / 0.0031 [1167/10000][0/13] Loss_D: 0.0132 Loss_G: 5.7121 D(x): 0.9991 D(G(z)): 0.0122 / 0.0041 [1168/10000][0/13] Loss_D: 0.0226 Loss_G: 5.5499 D(x): 0.9845 D(G(z)): 0.0065 / 0.0042 [1169/10000][0/13] Loss_D: 0.0065 Loss_G: 6.6662 D(x): 0.9990 D(G(z)): 0.0054 / 0.0018 [1170/10000][0/13] Loss_D: 0.0434 Loss_G: 6.9522 D(x): 0.9988 D(G(z)): 0.0407 / 0.0020 [1171/10000][0/13] Loss_D: 0.0114 Loss_G: 6.6089 D(x): 0.9997 D(G(z)): 0.0109 / 0.0025 [1172/10000][0/13] Loss_D: 0.0143 Loss_G: 5.4566 D(x): 0.9967 D(G(z)): 0.0109 / 0.0057 [1173/10000][0/13] Loss_D: 0.0056 Loss_G: 6.1390 D(x): 0.9979 D(G(z)): 0.0035 / 0.0025 [1174/10000][0/13] Loss_D: 0.0912 Loss_G: 12.8955 D(x): 0.9281 D(G(z)): 0.0074 / 0.0137 [1175/10000][0/13] Loss_D: 0.0103 Loss_G: 12.3944 D(x): 0.9960 D(G(z)): 0.0061 / 0.0040 [1176/10000][0/13] Loss_D: 0.0061 Loss_G: 12.6122 D(x): 0.9975 D(G(z)): 0.0035 / 0.0028 [1177/10000][0/13] Loss_D: 0.0057 Loss_G: 12.0316 D(x): 0.9952 D(G(z)): 0.0009 / 0.0007 [1178/10000][0/13] Loss_D: 0.0148 Loss_G: 6.3197 D(x): 0.9929 D(G(z)): 0.0074 / 0.0028 [1179/10000][0/13] Loss_D: 0.0067 Loss_G: 7.7110 D(x): 0.9942 D(G(z)): 0.0008 / 0.0006 [1180/10000][0/13] Loss_D: 0.2382 Loss_G: 19.0814 D(x): 0.9939 D(G(z)): 0.1829 / 0.0004 [1181/10000][0/13] Loss_D: 0.0005 Loss_G: 13.4837 D(x): 0.9998 D(G(z)): 0.0004 / 0.0002 [1182/10000][0/13] Loss_D: 0.0036 Loss_G: 7.9412 D(x): 0.9982 D(G(z)): 0.0018 / 0.0014 [1183/10000][0/13] Loss_D: 0.0050 Loss_G: 6.9609 D(x): 0.9989 D(G(z)): 0.0039 / 0.0015 [1184/10000][0/13] Loss_D: 0.0080 Loss_G: 8.2206 D(x): 0.9926 D(G(z)): 0.0005 / 0.0005 [1185/10000][0/13] Loss_D: 0.0019 Loss_G: 7.8889 D(x): 0.9996 D(G(z)): 0.0014 / 0.0009 [1186/10000][0/13] Loss_D: 0.0339 Loss_G: 6.0160 D(x): 0.9991 D(G(z)): 0.0321 / 0.0045 [1187/10000][0/13] Loss_D: 0.0091 Loss_G: 7.1198 D(x): 0.9976 D(G(z)): 0.0065 / 0.0022 [1188/10000][0/13] Loss_D: 0.0077 Loss_G: 6.1521 D(x): 0.9999 D(G(z)): 0.0075 / 0.0060 [1189/10000][0/13] Loss_D: 0.0112 Loss_G: 6.6041 D(x): 0.9995 D(G(z)): 0.0106 / 0.0021 [1190/10000][0/13] Loss_D: 0.0547 Loss_G: 10.2100 D(x): 0.9994 D(G(z)): 0.0404 / 0.0001 [1191/10000][0/13] Loss_D: 0.0064 Loss_G: 16.9027 D(x): 0.9990 D(G(z)): 0.0053 / 0.0029 [1192/10000][0/13] Loss_D: 0.0042 Loss_G: 8.3134 D(x): 0.9991 D(G(z)): 0.0033 / 0.0020 [1193/10000][0/13] Loss_D: 0.0239 Loss_G: 19.8836 D(x): 0.9802 D(G(z)): 0.0022 / 0.0036 [1194/10000][0/13] Loss_D: 0.0022 Loss_G: 10.7703 D(x): 0.9994 D(G(z)): 0.0016 / 0.0011 [1195/10000][0/13] Loss_D: 0.0223 Loss_G: 8.2385 D(x): 0.9897 D(G(z)): 0.0103 / 0.0036 [1196/10000][0/13] Loss_D: 0.0100 Loss_G: 6.5337 D(x): 0.9988 D(G(z)): 0.0088 / 0.0035 [1197/10000][0/13] Loss_D: 0.0387 Loss_G: 22.2366 D(x): 0.9920 D(G(z)): 0.0290 / 0.0011 [1198/10000][0/13] Loss_D: 0.0007 Loss_G: 15.9128 D(x): 0.9995 D(G(z)): 0.0002 / 0.0006 [1199/10000][0/13] Loss_D: 0.0032 Loss_G: 14.1828 D(x): 0.9971 D(G(z)): 0.0002 / 0.0002 [1200/10000][0/13] Loss_D: 0.0037 Loss_G: 8.6712 D(x): 0.9999 D(G(z)): 0.0036 / 0.0020 [1201/10000][0/13] Loss_D: 0.1762 Loss_G: 27.1460 D(x): 0.8853 D(G(z)): 0.0001 / 0.0002 [1202/10000][0/13] Loss_D: 0.0291 Loss_G: 19.8605 D(x): 0.9971 D(G(z)): 0.0249 / 0.0003 [1203/10000][0/13] Loss_D: 0.0628 Loss_G: 8.1162 D(x): 0.9975 D(G(z)): 0.0564 / 0.0021 [1204/10000][0/13] Loss_D: 0.0045 Loss_G: 6.8724 D(x): 0.9993 D(G(z)): 0.0038 / 0.0017 [1205/10000][0/13] Loss_D: 0.0043 Loss_G: 8.2498 D(x): 0.9996 D(G(z)): 0.0038 / 0.0018 [1206/10000][0/13] Loss_D: 0.0051 Loss_G: 7.1307 D(x): 0.9989 D(G(z)): 0.0040 / 0.0013 [1207/10000][0/13] Loss_D: 0.0066 Loss_G: 9.9450 D(x): 0.9937 D(G(z)): 0.0002 / 0.0001 [1208/10000][0/13] Loss_D: 0.0087 Loss_G: 6.2554 D(x): 0.9974 D(G(z)): 0.0061 / 0.0026 [1209/10000][0/13] Loss_D: 0.0094 Loss_G: 9.1761 D(x): 0.9914 D(G(z)): 0.0003 / 0.0003 [1210/10000][0/13] Loss_D: 0.0035 Loss_G: 6.9099 D(x): 0.9989 D(G(z)): 0.0024 / 0.0017 [1211/10000][0/13] Loss_D: 0.0026 Loss_G: 13.2856 D(x): 0.9987 D(G(z)): 0.0014 / 0.0002 [1212/10000][0/13] Loss_D: 0.0228 Loss_G: 6.6414 D(x): 0.9982 D(G(z)): 0.0201 / 0.0017 [1213/10000][0/13] Loss_D: 0.0206 Loss_G: 6.0810 D(x): 0.9998 D(G(z)): 0.0200 / 0.0050 [1214/10000][0/13] Loss_D: 0.0020 Loss_G: 7.7360 D(x): 0.9993 D(G(z)): 0.0013 / 0.0006 [1215/10000][0/13] Loss_D: 0.0138 Loss_G: 6.5104 D(x): 0.9990 D(G(z)): 0.0127 / 0.0023 [1216/10000][0/13] Loss_D: 0.3316 Loss_G: 18.4762 D(x): 0.9957 D(G(z)): 0.1360 / 0.0001 [1217/10000][0/13] Loss_D: 0.0209 Loss_G: 20.0521 D(x): 0.9860 D(G(z)): 0.0028 / 0.0011 [1218/10000][0/13] Loss_D: 0.0196 Loss_G: 14.0283 D(x): 0.9860 D(G(z)): 0.0046 / 0.0019 [1219/10000][0/13] Loss_D: 0.3403 Loss_G: 22.2343 D(x): 1.0000 D(G(z)): 0.2043 / 0.0001 [1220/10000][0/13] Loss_D: 0.0008 Loss_G: 9.9735 D(x): 0.9999 D(G(z)): 0.0008 / 0.0005 [1221/10000][0/13] Loss_D: 0.0120 Loss_G: 8.2721 D(x): 0.9924 D(G(z)): 0.0043 / 0.0019 [1222/10000][0/13] Loss_D: 0.0024 Loss_G: 7.4488 D(x): 0.9995 D(G(z)): 0.0020 / 0.0012 [1223/10000][0/13] Loss_D: 0.0095 Loss_G: 5.9912 D(x): 1.0000 D(G(z)): 0.0095 / 0.0029 [1224/10000][0/13] Loss_D: 0.0228 Loss_G: 5.1581 D(x): 0.9878 D(G(z)): 0.0097 / 0.0073 [1225/10000][0/13] Loss_D: 0.0107 Loss_G: 7.3923 D(x): 0.9999 D(G(z)): 0.0104 / 0.0009 [1226/10000][0/13] Loss_D: 0.0128 Loss_G: 6.8899 D(x): 0.9888 D(G(z)): 0.0013 / 0.0015 [1227/10000][0/13] Loss_D: 0.0193 Loss_G: 6.2862 D(x): 0.9962 D(G(z)): 0.0150 / 0.0029 [1228/10000][0/13] Loss_D: 0.2074 Loss_G: 37.8491 D(x): 0.9922 D(G(z)): 0.0940 / 0.0013 [1229/10000][0/13] Loss_D: 0.0023 Loss_G: 24.8482 D(x): 0.9999 D(G(z)): 0.0022 / 0.0013 [1230/10000][0/13] Loss_D: 0.0212 Loss_G: 11.9785 D(x): 0.9832 D(G(z)): 0.0036 / 0.0021 [1231/10000][0/13] Loss_D: 0.0152 Loss_G: 6.0668 D(x): 0.9992 D(G(z)): 0.0142 / 0.0045 [1232/10000][0/13] Loss_D: 0.0029 Loss_G: 7.7980 D(x): 0.9981 D(G(z)): 0.0010 / 0.0006 [1233/10000][0/13] Loss_D: 0.0133 Loss_G: 6.3155 D(x): 0.9989 D(G(z)): 0.0121 / 0.0029 [1234/10000][0/13] Loss_D: 0.3385 Loss_G: 15.8229 D(x): 0.9998 D(G(z)): 0.1603 / 0.0000 [1235/10000][0/13] Loss_D: 0.0448 Loss_G: 14.2568 D(x): 1.0000 D(G(z)): 0.0416 / 0.0006 [1236/10000][0/13] Loss_D: 0.0018 Loss_G: 6.9017 D(x): 1.0000 D(G(z)): 0.0018 / 0.0014 [1237/10000][0/13] Loss_D: 0.0173 Loss_G: 15.3201 D(x): 0.9993 D(G(z)): 0.0162 / 0.0020 [1238/10000][0/13] Loss_D: 0.0203 Loss_G: 14.7075 D(x): 0.9999 D(G(z)): 0.0198 / 0.0023 [1239/10000][0/13] Loss_D: 0.0328 Loss_G: 9.7637 D(x): 0.9795 D(G(z)): 0.0024 / 0.0029 [1240/10000][0/13] Loss_D: 0.0145 Loss_G: 7.1837 D(x): 0.9905 D(G(z)): 0.0045 / 0.0020 [1241/10000][0/13] Loss_D: 0.0119 Loss_G: 6.4845 D(x): 0.9943 D(G(z)): 0.0060 / 0.0035 [1242/10000][0/13] Loss_D: 0.0020 Loss_G: 7.8717 D(x): 0.9993 D(G(z)): 0.0013 / 0.0009 [1243/10000][0/13] Loss_D: 0.0046 Loss_G: 7.8461 D(x): 0.9961 D(G(z)): 0.0007 / 0.0005 [1244/10000][0/13] Loss_D: 0.0429 Loss_G: 29.5055 D(x): 0.9942 D(G(z)): 0.0329 / 0.0010 [1245/10000][0/13] Loss_D: 0.0372 Loss_G: 10.9074 D(x): 0.9925 D(G(z)): 0.0278 / 0.0003 [1246/10000][0/13] Loss_D: 0.0067 Loss_G: 8.2925 D(x): 0.9993 D(G(z)): 0.0059 / 0.0024 [1247/10000][0/13] Loss_D: 0.0297 Loss_G: 6.8942 D(x): 0.9989 D(G(z)): 0.0275 / 0.0018 [1248/10000][0/13] Loss_D: 0.0082 Loss_G: 6.9816 D(x): 0.9989 D(G(z)): 0.0071 / 0.0018 [1249/10000][0/13] Loss_D: 0.0205 Loss_G: 6.2181 D(x): 0.9988 D(G(z)): 0.0190 / 0.0027 [1250/10000][0/13] Loss_D: 0.0063 Loss_G: 6.2238 D(x): 0.9983 D(G(z)): 0.0045 / 0.0029 [1251/10000][0/13] Loss_D: 0.0048 Loss_G: 6.8557 D(x): 0.9971 D(G(z)): 0.0018 / 0.0017 [1252/10000][0/13] Loss_D: 0.0024 Loss_G: 7.6210 D(x): 0.9985 D(G(z)): 0.0009 / 0.0006 [1253/10000][0/13] Loss_D: 0.0040 Loss_G: 7.1470 D(x): 0.9997 D(G(z)): 0.0037 / 0.0021 [1254/10000][0/13] Loss_D: 0.0110 Loss_G: 5.5928 D(x): 0.9999 D(G(z)): 0.0107 / 0.0056 [1255/10000][0/13] Loss_D: 0.0089 Loss_G: 6.3064 D(x): 0.9995 D(G(z)): 0.0084 / 0.0026 [1256/10000][0/13] Loss_D: 0.0230 Loss_G: 6.0499 D(x): 0.9963 D(G(z)): 0.0191 / 0.0033 [1257/10000][0/13] Loss_D: 0.0022 Loss_G: 9.5652 D(x): 0.9993 D(G(z)): 0.0015 / 0.0011 [1258/10000][0/13] Loss_D: 0.0163 Loss_G: 5.9146 D(x): 0.9983 D(G(z)): 0.0144 / 0.0037 [1259/10000][0/13] Loss_D: 0.0876 Loss_G: 20.9142 D(x): 0.9428 D(G(z)): 0.0008 / 0.0071 [1260/10000][0/13] Loss_D: 0.0071 Loss_G: 10.8691 D(x): 0.9998 D(G(z)): 0.0066 / 0.0009 [1261/10000][0/13] Loss_D: 0.0100 Loss_G: 6.5803 D(x): 0.9943 D(G(z)): 0.0041 / 0.0019 [1262/10000][0/13] Loss_D: 0.3270 Loss_G: 19.4015 D(x): 0.9998 D(G(z)): 0.2408 / 0.0000 [1263/10000][0/13] Loss_D: 0.0022 Loss_G: 7.9346 D(x): 0.9995 D(G(z)): 0.0017 / 0.0016 [1264/10000][0/13] Loss_D: 0.0614 Loss_G: 15.8296 D(x): 0.9999 D(G(z)): 0.0568 / 0.0004 [1265/10000][0/13] Loss_D: 0.0130 Loss_G: 6.9481 D(x): 0.9993 D(G(z)): 0.0120 / 0.0032 [1266/10000][0/13] Loss_D: 0.0178 Loss_G: 9.3014 D(x): 0.9940 D(G(z)): 0.0114 / 0.0031 [1267/10000][0/13] Loss_D: 0.0060 Loss_G: 8.3675 D(x): 0.9949 D(G(z)): 0.0008 / 0.0006 [1268/10000][0/13] Loss_D: 0.0482 Loss_G: 22.0897 D(x): 0.9725 D(G(z)): 0.0000 / 0.0000 [1269/10000][0/13] Loss_D: 0.0059 Loss_G: 11.3861 D(x): 0.9997 D(G(z)): 0.0056 / 0.0025 [1270/10000][0/13] Loss_D: 0.0026 Loss_G: 7.3873 D(x): 0.9998 D(G(z)): 0.0024 / 0.0014 [1271/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9597 D(x): 1.0000 D(G(z)): 0.0006 / 0.0002 [1272/10000][0/13] Loss_D: 0.0027 Loss_G: 7.0579 D(x): 0.9992 D(G(z)): 0.0019 / 0.0015 [1273/10000][0/13] Loss_D: 0.0029 Loss_G: 7.3010 D(x): 0.9995 D(G(z)): 0.0025 / 0.0013 [1274/10000][0/13] Loss_D: 0.0085 Loss_G: 7.8277 D(x): 0.9925 D(G(z)): 0.0004 / 0.0008 [1275/10000][0/13] Loss_D: 0.0028 Loss_G: 6.7741 D(x): 0.9998 D(G(z)): 0.0026 / 0.0019 [1276/10000][0/13] Loss_D: 0.0038 Loss_G: 24.3101 D(x): 0.9978 D(G(z)): 0.0017 / 0.0055 [1277/10000][0/13] Loss_D: 0.0762 Loss_G: 6.8667 D(x): 0.9370 D(G(z)): 0.0016 / 0.0065 [1278/10000][0/13] Loss_D: 0.0041 Loss_G: 8.0177 D(x): 0.9988 D(G(z)): 0.0029 / 0.0023 [1279/10000][0/13] Loss_D: 0.0036 Loss_G: 6.5654 D(x): 0.9997 D(G(z)): 0.0033 / 0.0020 [1280/10000][0/13] Loss_D: 0.0014 Loss_G: 7.8685 D(x): 0.9997 D(G(z)): 0.0011 / 0.0007 [1281/10000][0/13] Loss_D: 0.0023 Loss_G: 6.9209 D(x): 0.9998 D(G(z)): 0.0021 / 0.0016 [1282/10000][0/13] Loss_D: 0.0058 Loss_G: 6.8271 D(x): 0.9982 D(G(z)): 0.0040 / 0.0017 [1283/10000][0/13] Loss_D: 0.0138 Loss_G: 6.4741 D(x): 0.9998 D(G(z)): 0.0134 / 0.0039 [1284/10000][0/13] Loss_D: 0.0042 Loss_G: 7.9086 D(x): 0.9969 D(G(z)): 0.0011 / 0.0007 [1285/10000][0/13] Loss_D: 0.0042 Loss_G: 6.9647 D(x): 0.9974 D(G(z)): 0.0015 / 0.0013 [1286/10000][0/13] Loss_D: 0.0026 Loss_G: 7.2567 D(x): 0.9990 D(G(z)): 0.0016 / 0.0021 [1287/10000][0/13] Loss_D: 0.0016 Loss_G: 8.1820 D(x): 0.9996 D(G(z)): 0.0013 / 0.0006 [1288/10000][0/13] Loss_D: 0.0016 Loss_G: 7.3773 D(x): 0.9998 D(G(z)): 0.0014 / 0.0009 [1289/10000][0/13] Loss_D: 0.0296 Loss_G: 5.1810 D(x): 0.9756 D(G(z)): 0.0026 / 0.0289 [1290/10000][0/13] Loss_D: 0.0032 Loss_G: 7.4591 D(x): 0.9992 D(G(z)): 0.0023 / 0.0014 [1291/10000][0/13] Loss_D: 0.0973 Loss_G: 9.5066 D(x): 0.9491 D(G(z)): 0.0007 / 0.0282 [1292/10000][0/13] Loss_D: 0.1098 Loss_G: 24.1235 D(x): 0.9996 D(G(z)): 0.0925 / 0.0002 [1293/10000][0/13] Loss_D: 0.0128 Loss_G: 12.2437 D(x): 1.0000 D(G(z)): 0.0120 / 0.0008 [1294/10000][0/13] Loss_D: 0.0079 Loss_G: 7.3151 D(x): 0.9995 D(G(z)): 0.0073 / 0.0014 [1295/10000][0/13] Loss_D: 0.0013 Loss_G: 14.2360 D(x): 0.9988 D(G(z)): 0.0001 / 0.0000 [1296/10000][0/13] Loss_D: 1.3171 Loss_G: 33.6805 D(x): 0.9641 D(G(z)): 0.0020 / 0.0042 [1297/10000][0/13] Loss_D: 0.1476 Loss_G: 12.1688 D(x): 0.9657 D(G(z)): 0.0007 / 0.0017 [1298/10000][0/13] Loss_D: 0.0209 Loss_G: 6.9525 D(x): 0.9997 D(G(z)): 0.0203 / 0.0017 [1299/10000][0/13] Loss_D: 0.0271 Loss_G: 6.6480 D(x): 0.9957 D(G(z)): 0.0223 / 0.0020 [1300/10000][0/13] Loss_D: 0.0658 Loss_G: 6.4665 D(x): 0.9766 D(G(z)): 0.0254 / 0.0077 [1301/10000][0/13] Loss_D: 0.0101 Loss_G: 8.5846 D(x): 0.9918 D(G(z)): 0.0014 / 0.0008 [1302/10000][0/13] Loss_D: 0.0206 Loss_G: 6.9955 D(x): 0.9980 D(G(z)): 0.0182 / 0.0021 [1303/10000][0/13] Loss_D: 0.0062 Loss_G: 6.2563 D(x): 0.9996 D(G(z)): 0.0058 / 0.0025 [1304/10000][0/13] Loss_D: 0.0053 Loss_G: 6.5180 D(x): 0.9987 D(G(z)): 0.0040 / 0.0023 [1305/10000][0/13] Loss_D: 0.0098 Loss_G: 12.3297 D(x): 0.9917 D(G(z)): 0.0010 / 0.0012 [1306/10000][0/13] Loss_D: 0.0606 Loss_G: 13.9073 D(x): 0.9985 D(G(z)): 0.0510 / 0.0010 [1307/10000][0/13] Loss_D: 0.0085 Loss_G: 13.0317 D(x): 0.9998 D(G(z)): 0.0082 / 0.0030 [1308/10000][0/13] Loss_D: 0.0084 Loss_G: 9.7110 D(x): 0.9937 D(G(z)): 0.0020 / 0.0010 [1309/10000][0/13] Loss_D: 0.0100 Loss_G: 21.0541 D(x): 0.9993 D(G(z)): 0.0091 / 0.0024 [1310/10000][0/13] Loss_D: 0.9254 Loss_G: 12.9146 D(x): 0.9683 D(G(z)): 0.0015 / 0.0010 [1311/10000][0/13] Loss_D: 0.0109 Loss_G: 6.6073 D(x): 0.9978 D(G(z)): 0.0085 / 0.0023 [1312/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6565 D(x): 0.9997 D(G(z)): 0.0005 / 0.0004 [1313/10000][0/13] Loss_D: 0.0091 Loss_G: 6.5975 D(x): 0.9991 D(G(z)): 0.0081 / 0.0027 [1314/10000][0/13] Loss_D: 0.0589 Loss_G: 8.7586 D(x): 0.9966 D(G(z)): 0.0503 / 0.0012 [1315/10000][0/13] Loss_D: 0.0044 Loss_G: 6.7544 D(x): 0.9986 D(G(z)): 0.0031 / 0.0023 [1316/10000][0/13] Loss_D: 0.0021 Loss_G: 7.0870 D(x): 0.9994 D(G(z)): 0.0016 / 0.0013 [1317/10000][0/13] Loss_D: 0.3455 Loss_G: 9.6804 D(x): 0.9669 D(G(z)): 0.0010 / 0.0027 [1318/10000][0/13] Loss_D: 0.0174 Loss_G: 6.2384 D(x): 0.9979 D(G(z)): 0.0151 / 0.0031 [1319/10000][0/13] Loss_D: 0.0032 Loss_G: 6.6835 D(x): 0.9996 D(G(z)): 0.0028 / 0.0017 [1320/10000][0/13] Loss_D: 0.0055 Loss_G: 7.8492 D(x): 0.9956 D(G(z)): 0.0010 / 0.0008 [1321/10000][0/13] Loss_D: 0.0122 Loss_G: 6.0383 D(x): 0.9974 D(G(z)): 0.0095 / 0.0050 [1322/10000][0/13] Loss_D: 0.0291 Loss_G: 5.3762 D(x): 0.9793 D(G(z)): 0.0035 / 0.0130 [1323/10000][0/13] Loss_D: 0.2454 Loss_G: 33.9252 D(x): 0.9611 D(G(z)): 0.0062 / 0.0007 [1324/10000][0/13] Loss_D: 0.0019 Loss_G: 11.1121 D(x): 0.9997 D(G(z)): 0.0016 / 0.0015 [1325/10000][0/13] Loss_D: 0.0120 Loss_G: 6.1372 D(x): 0.9964 D(G(z)): 0.0083 / 0.0031 [1326/10000][0/13] Loss_D: 0.0032 Loss_G: 7.1112 D(x): 0.9994 D(G(z)): 0.0025 / 0.0013 [1327/10000][0/13] Loss_D: 0.5322 Loss_G: 27.6707 D(x): 1.0000 D(G(z)): 0.3556 / 0.0000 [1328/10000][0/13] Loss_D: 0.0328 Loss_G: 19.5322 D(x): 0.9994 D(G(z)): 0.0305 / 0.0018 [1329/10000][0/13] Loss_D: 0.0151 Loss_G: 18.0017 D(x): 0.9971 D(G(z)): 0.0106 / 0.0024 [1330/10000][0/13] Loss_D: 0.0075 Loss_G: 9.4375 D(x): 0.9982 D(G(z)): 0.0056 / 0.0016 [1331/10000][0/13] Loss_D: 0.0660 Loss_G: 4.3833 D(x): 0.9482 D(G(z)): 0.0072 / 0.0255 [1332/10000][0/13] Loss_D: 0.0015 Loss_G: 7.1476 D(x): 1.0000 D(G(z)): 0.0015 / 0.0013 [1333/10000][0/13] Loss_D: 0.0157 Loss_G: 11.6699 D(x): 0.9859 D(G(z)): 0.0008 / 0.0012 [1334/10000][0/13] Loss_D: 0.0057 Loss_G: 7.1902 D(x): 0.9992 D(G(z)): 0.0048 / 0.0023 [1335/10000][0/13] Loss_D: 0.0092 Loss_G: 6.4143 D(x): 0.9957 D(G(z)): 0.0048 / 0.0025 [1336/10000][0/13] Loss_D: 0.0112 Loss_G: 6.2794 D(x): 0.9975 D(G(z)): 0.0085 / 0.0024 [1337/10000][0/13] Loss_D: 0.0089 Loss_G: 6.1534 D(x): 0.9978 D(G(z)): 0.0066 / 0.0036 [1338/10000][0/13] Loss_D: 1.8014 Loss_G: 9.7047 D(x): 0.6863 D(G(z)): 0.0004 / 0.4206 [1339/10000][0/13] Loss_D: 0.2758 Loss_G: 25.3175 D(x): 0.9339 D(G(z)): 0.0003 / 0.0009 [1340/10000][0/13] Loss_D: 0.0943 Loss_G: 12.8695 D(x): 0.9355 D(G(z)): 0.0011 / 0.0013 [1341/10000][0/13] Loss_D: 0.0153 Loss_G: 6.2063 D(x): 0.9971 D(G(z)): 0.0122 / 0.0033 [1342/10000][0/13] Loss_D: 0.0154 Loss_G: 6.0482 D(x): 0.9973 D(G(z)): 0.0125 / 0.0035 [1343/10000][0/13] Loss_D: 0.0072 Loss_G: 6.6457 D(x): 0.9991 D(G(z)): 0.0063 / 0.0019 [1344/10000][0/13] Loss_D: 0.0379 Loss_G: 5.9007 D(x): 0.9700 D(G(z)): 0.0035 / 0.0050 [1345/10000][0/13] Loss_D: 0.1202 Loss_G: 26.6429 D(x): 0.9276 D(G(z)): 0.0003 / 0.0001 [1346/10000][0/13] Loss_D: 0.0038 Loss_G: 12.9672 D(x): 0.9994 D(G(z)): 0.0032 / 0.0005 [1347/10000][0/13] Loss_D: 0.0260 Loss_G: 6.9060 D(x): 0.9772 D(G(z)): 0.0017 / 0.0024 [1348/10000][0/13] Loss_D: 0.0458 Loss_G: 5.7617 D(x): 0.9995 D(G(z)): 0.0429 / 0.0044 [1349/10000][0/13] Loss_D: 0.0049 Loss_G: 6.8760 D(x): 0.9979 D(G(z)): 0.0028 / 0.0016 [1350/10000][0/13] Loss_D: 0.0089 Loss_G: 6.9379 D(x): 0.9934 D(G(z)): 0.0023 / 0.0016 [1351/10000][0/13] Loss_D: 0.0086 Loss_G: 5.3497 D(x): 0.9979 D(G(z)): 0.0063 / 0.0069 [1352/10000][0/13] Loss_D: 0.0046 Loss_G: 6.2937 D(x): 0.9994 D(G(z)): 0.0040 / 0.0024 [1353/10000][0/13] Loss_D: 0.0021 Loss_G: 8.5466 D(x): 0.9997 D(G(z)): 0.0018 / 0.0011 [1354/10000][0/13] Loss_D: 0.6114 Loss_G: 22.9788 D(x): 0.9685 D(G(z)): 0.0001 / 0.0000 [1355/10000][0/13] Loss_D: 0.0304 Loss_G: 7.1553 D(x): 0.9999 D(G(z)): 0.0294 / 0.0028 [1356/10000][0/13] Loss_D: 0.0218 Loss_G: 9.4582 D(x): 0.9998 D(G(z)): 0.0213 / 0.0034 [1357/10000][0/13] Loss_D: 0.0099 Loss_G: 6.7675 D(x): 0.9965 D(G(z)): 0.0063 / 0.0026 [1358/10000][0/13] Loss_D: 0.0118 Loss_G: 7.2374 D(x): 0.9909 D(G(z)): 0.0021 / 0.0011 [1359/10000][0/13] Loss_D: 0.0154 Loss_G: 7.9615 D(x): 0.9948 D(G(z)): 0.0096 / 0.0050 [1360/10000][0/13] Loss_D: 0.0047 Loss_G: 9.5041 D(x): 0.9959 D(G(z)): 0.0005 / 0.0003 [1361/10000][0/13] Loss_D: 0.0153 Loss_G: 6.2307 D(x): 0.9922 D(G(z)): 0.0072 / 0.0038 [1362/10000][0/13] Loss_D: 0.0285 Loss_G: 5.5503 D(x): 0.9867 D(G(z)): 0.0146 / 0.0055 [1363/10000][0/13] Loss_D: 0.0146 Loss_G: 5.5435 D(x): 0.9975 D(G(z)): 0.0119 / 0.0068 [1364/10000][0/13] Loss_D: 0.0140 Loss_G: 12.0286 D(x): 0.9886 D(G(z)): 0.0005 / 0.0004 [1365/10000][0/13] Loss_D: 0.0105 Loss_G: 6.9401 D(x): 0.9963 D(G(z)): 0.0066 / 0.0054 [1366/10000][0/13] Loss_D: 0.0037 Loss_G: 12.2117 D(x): 0.9966 D(G(z)): 0.0003 / 0.0003 [1367/10000][0/13] Loss_D: 0.0048 Loss_G: 6.9435 D(x): 0.9973 D(G(z)): 0.0021 / 0.0017 [1368/10000][0/13] Loss_D: 0.0109 Loss_G: 6.3770 D(x): 0.9928 D(G(z)): 0.0034 / 0.0024 [1369/10000][0/13] Loss_D: 0.0113 Loss_G: 5.8081 D(x): 0.9996 D(G(z)): 0.0108 / 0.0040 [1370/10000][0/13] Loss_D: 0.0073 Loss_G: 7.1291 D(x): 0.9983 D(G(z)): 0.0056 / 0.0038 [1371/10000][0/13] Loss_D: 0.0149 Loss_G: 5.6772 D(x): 0.9966 D(G(z)): 0.0114 / 0.0048 [1372/10000][0/13] Loss_D: 0.0043 Loss_G: 7.5249 D(x): 0.9972 D(G(z)): 0.0015 / 0.0013 [1373/10000][0/13] Loss_D: 0.0058 Loss_G: 6.9618 D(x): 0.9978 D(G(z)): 0.0035 / 0.0022 [1374/10000][0/13] Loss_D: 0.0048 Loss_G: 6.2646 D(x): 0.9997 D(G(z)): 0.0045 / 0.0024 [1375/10000][0/13] Loss_D: 0.0296 Loss_G: 5.4963 D(x): 0.9982 D(G(z)): 0.0266 / 0.0054 [1376/10000][0/13] Loss_D: 0.0043 Loss_G: 6.9083 D(x): 0.9972 D(G(z)): 0.0014 / 0.0012 [1377/10000][0/13] Loss_D: 0.0073 Loss_G: 6.2883 D(x): 0.9982 D(G(z)): 0.0055 / 0.0025 [1378/10000][0/13] Loss_D: 0.0070 Loss_G: 6.1438 D(x): 0.9997 D(G(z)): 0.0067 / 0.0028 [1379/10000][0/13] Loss_D: 0.0059 Loss_G: 6.4969 D(x): 0.9986 D(G(z)): 0.0045 / 0.0026 [1380/10000][0/13] Loss_D: 0.0146 Loss_G: 6.6490 D(x): 0.9877 D(G(z)): 0.0018 / 0.0020 [1381/10000][0/13] Loss_D: 0.0066 Loss_G: 6.3278 D(x): 0.9997 D(G(z)): 0.0063 / 0.0026 [1382/10000][0/13] Loss_D: 0.0123 Loss_G: 5.7410 D(x): 0.9997 D(G(z)): 0.0119 / 0.0040 [1383/10000][0/13] Loss_D: 0.0056 Loss_G: 6.0579 D(x): 0.9997 D(G(z)): 0.0052 / 0.0031 [1384/10000][0/13] Loss_D: 0.0101 Loss_G: 5.9657 D(x): 0.9976 D(G(z)): 0.0077 / 0.0036 [1385/10000][0/13] Loss_D: 0.0042 Loss_G: 7.4400 D(x): 0.9971 D(G(z)): 0.0012 / 0.0010 [1386/10000][0/13] Loss_D: 0.0011 Loss_G: 7.8612 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [1387/10000][0/13] Loss_D: 0.0088 Loss_G: 6.2258 D(x): 0.9972 D(G(z)): 0.0059 / 0.0029 [1388/10000][0/13] Loss_D: 0.9603 Loss_G: 22.1093 D(x): 0.9211 D(G(z)): 0.0082 / 0.0209 [1389/10000][0/13] Loss_D: 1.1987 Loss_G: 18.4496 D(x): 0.9649 D(G(z)): 0.0002 / 0.0000 [1390/10000][0/13] Loss_D: 0.0058 Loss_G: 12.7302 D(x): 0.9998 D(G(z)): 0.0055 / 0.0026 [1391/10000][0/13] Loss_D: 0.0062 Loss_G: 6.8711 D(x): 0.9983 D(G(z)): 0.0044 / 0.0029 [1392/10000][0/13] Loss_D: 0.0092 Loss_G: 5.8390 D(x): 0.9998 D(G(z)): 0.0090 / 0.0035 [1393/10000][0/13] Loss_D: 0.0002 Loss_G: 10.9319 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [1394/10000][0/13] Loss_D: 0.0362 Loss_G: 10.0898 D(x): 0.9697 D(G(z)): 0.0001 / 0.0002 [1395/10000][0/13] Loss_D: 0.0096 Loss_G: 6.5948 D(x): 0.9997 D(G(z)): 0.0091 / 0.0021 [1396/10000][0/13] Loss_D: 0.0045 Loss_G: 6.3917 D(x): 0.9995 D(G(z)): 0.0039 / 0.0026 [1397/10000][0/13] Loss_D: 0.0705 Loss_G: 8.4605 D(x): 0.9999 D(G(z)): 0.0642 / 0.0004 [1398/10000][0/13] Loss_D: 0.0019 Loss_G: 8.1362 D(x): 0.9999 D(G(z)): 0.0018 / 0.0013 [1399/10000][0/13] Loss_D: 0.0145 Loss_G: 6.0971 D(x): 0.9896 D(G(z)): 0.0039 / 0.0035 [1400/10000][0/13] Loss_D: 0.9400 Loss_G: 29.0312 D(x): 0.8031 D(G(z)): 0.1120 / 0.0000 [1401/10000][0/13] Loss_D: 0.1043 Loss_G: 10.2673 D(x): 0.9983 D(G(z)): 0.0796 / 0.0010 [1402/10000][0/13] Loss_D: 0.0404 Loss_G: 13.6274 D(x): 0.9669 D(G(z)): 0.0025 / 0.0042 [1403/10000][0/13] Loss_D: 0.0043 Loss_G: 10.5307 D(x): 0.9968 D(G(z)): 0.0011 / 0.0006 [1404/10000][0/13] Loss_D: 0.0065 Loss_G: 6.3575 D(x): 0.9999 D(G(z)): 0.0064 / 0.0028 [1405/10000][0/13] Loss_D: 0.0464 Loss_G: 7.1072 D(x): 1.0000 D(G(z)): 0.0431 / 0.0016 [1406/10000][0/13] Loss_D: 0.0025 Loss_G: 7.2371 D(x): 0.9999 D(G(z)): 0.0024 / 0.0013 [1407/10000][0/13] Loss_D: 0.0070 Loss_G: 7.1534 D(x): 0.9995 D(G(z)): 0.0064 / 0.0018 [1408/10000][0/13] Loss_D: 0.0044 Loss_G: 12.3108 D(x): 0.9969 D(G(z)): 0.0011 / 0.0008 [1409/10000][0/13] Loss_D: 0.0053 Loss_G: 8.2296 D(x): 0.9964 D(G(z)): 0.0015 / 0.0014 [1410/10000][0/13] Loss_D: 0.0032 Loss_G: 7.4170 D(x): 0.9990 D(G(z)): 0.0022 / 0.0016 [1411/10000][0/13] Loss_D: 0.0058 Loss_G: 6.6826 D(x): 0.9998 D(G(z)): 0.0056 / 0.0024 [1412/10000][0/13] Loss_D: 0.0126 Loss_G: 6.8032 D(x): 1.0000 D(G(z)): 0.0123 / 0.0025 [1413/10000][0/13] Loss_D: 0.6497 Loss_G: 31.4527 D(x): 1.0000 D(G(z)): 0.2921 / 0.0001 [1414/10000][0/13] Loss_D: 0.0050 Loss_G: 25.9898 D(x): 0.9952 D(G(z)): 0.0000 / 0.0000 [1415/10000][0/13] Loss_D: 0.0019 Loss_G: 12.9579 D(x): 0.9996 D(G(z)): 0.0015 / 0.0008 [1416/10000][0/13] Loss_D: 0.0346 Loss_G: 5.6586 D(x): 0.9932 D(G(z)): 0.0268 / 0.0051 [1417/10000][0/13] Loss_D: 0.0263 Loss_G: 5.6358 D(x): 0.9934 D(G(z)): 0.0192 / 0.0043 [1418/10000][0/13] Loss_D: 0.0109 Loss_G: 6.1654 D(x): 0.9951 D(G(z)): 0.0058 / 0.0027 [1419/10000][0/13] Loss_D: 0.0304 Loss_G: 5.9848 D(x): 0.9776 D(G(z)): 0.0057 / 0.0044 [1420/10000][0/13] Loss_D: 0.0076 Loss_G: 5.9928 D(x): 1.0000 D(G(z)): 0.0076 / 0.0032 [1421/10000][0/13] Loss_D: 0.0130 Loss_G: 7.6805 D(x): 0.9998 D(G(z)): 0.0126 / 0.0051 [1422/10000][0/13] Loss_D: 0.0022 Loss_G: 7.9873 D(x): 0.9988 D(G(z)): 0.0010 / 0.0006 [1423/10000][0/13] Loss_D: 0.0628 Loss_G: 7.0651 D(x): 0.9993 D(G(z)): 0.0581 / 0.0014 [1424/10000][0/13] Loss_D: 0.0156 Loss_G: 6.2581 D(x): 0.9895 D(G(z)): 0.0049 / 0.0030 [1425/10000][0/13] Loss_D: 0.1222 Loss_G: 5.1794 D(x): 0.9146 D(G(z)): 0.0025 / 0.0147 [1426/10000][0/13] Loss_D: 0.0065 Loss_G: 6.1268 D(x): 0.9984 D(G(z)): 0.0048 / 0.0032 [1427/10000][0/13] Loss_D: 0.0248 Loss_G: 7.2834 D(x): 0.9835 D(G(z)): 0.0070 / 0.0062 [1428/10000][0/13] Loss_D: 0.0062 Loss_G: 6.2098 D(x): 0.9999 D(G(z)): 0.0060 / 0.0028 [1429/10000][0/13] Loss_D: 0.1523 Loss_G: 11.1686 D(x): 0.9677 D(G(z)): 0.0031 / 0.0012 [1430/10000][0/13] Loss_D: 0.0101 Loss_G: 6.1423 D(x): 0.9988 D(G(z)): 0.0088 / 0.0032 [1431/10000][0/13] Loss_D: 0.0718 Loss_G: 7.8654 D(x): 0.9447 D(G(z)): 0.0025 / 0.0032 [1432/10000][0/13] Loss_D: 0.0113 Loss_G: 7.1750 D(x): 0.9926 D(G(z)): 0.0038 / 0.0024 [1433/10000][0/13] Loss_D: 0.0071 Loss_G: 6.2817 D(x): 0.9977 D(G(z)): 0.0048 / 0.0032 [1434/10000][0/13] Loss_D: 0.0149 Loss_G: 7.2153 D(x): 1.0000 D(G(z)): 0.0143 / 0.0012 [1435/10000][0/13] Loss_D: 0.0099 Loss_G: 7.9730 D(x): 0.9952 D(G(z)): 0.0049 / 0.0015 [1436/10000][0/13] Loss_D: 0.0012 Loss_G: 10.0869 D(x): 0.9990 D(G(z)): 0.0002 / 0.0001 [1437/10000][0/13] Loss_D: 0.0139 Loss_G: 7.8469 D(x): 0.9879 D(G(z)): 0.0015 / 0.0010 [1438/10000][0/13] Loss_D: 0.0016 Loss_G: 7.4003 D(x): 0.9997 D(G(z)): 0.0014 / 0.0009 [1439/10000][0/13] Loss_D: 0.0171 Loss_G: 8.7087 D(x): 0.9998 D(G(z)): 0.0163 / 0.0007 [1440/10000][0/13] Loss_D: 0.0008 Loss_G: 10.0502 D(x): 0.9997 D(G(z)): 0.0005 / 0.0004 [1441/10000][0/13] Loss_D: 0.0604 Loss_G: 10.8489 D(x): 0.9997 D(G(z)): 0.0500 / 0.0011 [1442/10000][0/13] Loss_D: 0.0039 Loss_G: 7.2669 D(x): 0.9991 D(G(z)): 0.0029 / 0.0016 [1443/10000][0/13] Loss_D: 0.0142 Loss_G: 5.6084 D(x): 0.9980 D(G(z)): 0.0121 / 0.0051 [1444/10000][0/13] Loss_D: 0.0072 Loss_G: 6.6993 D(x): 0.9970 D(G(z)): 0.0041 / 0.0031 [1445/10000][0/13] Loss_D: 0.8053 Loss_G: 33.1396 D(x): 0.8258 D(G(z)): 0.0000 / 0.0000 [1446/10000][0/13] Loss_D: 0.0014 Loss_G: 17.4215 D(x): 0.9988 D(G(z)): 0.0001 / 0.0000 [1447/10000][0/13] Loss_D: 0.0209 Loss_G: 20.2149 D(x): 0.9813 D(G(z)): 0.0017 / 0.0014 [1448/10000][0/13] Loss_D: 0.0169 Loss_G: 10.9282 D(x): 0.9998 D(G(z)): 0.0163 / 0.0035 [1449/10000][0/13] Loss_D: 0.0033 Loss_G: 6.7776 D(x): 0.9998 D(G(z)): 0.0031 / 0.0018 [1450/10000][0/13] Loss_D: 0.0069 Loss_G: 9.1549 D(x): 0.9945 D(G(z)): 0.0014 / 0.0013 [1451/10000][0/13] Loss_D: 0.0044 Loss_G: 7.1665 D(x): 0.9998 D(G(z)): 0.0042 / 0.0019 [1452/10000][0/13] Loss_D: 0.0048 Loss_G: 6.8185 D(x): 0.9989 D(G(z)): 0.0037 / 0.0024 [1453/10000][0/13] Loss_D: 1.9734 Loss_G: 43.4087 D(x): 1.0000 D(G(z)): 0.4594 / 0.0000 [1454/10000][0/13] Loss_D: 0.0122 Loss_G: 9.1885 D(x): 0.9914 D(G(z)): 0.0025 / 0.0012 [1455/10000][0/13] Loss_D: 0.0072 Loss_G: 8.6960 D(x): 0.9992 D(G(z)): 0.0063 / 0.0005 [1456/10000][0/13] Loss_D: 0.0088 Loss_G: 7.1557 D(x): 0.9961 D(G(z)): 0.0049 / 0.0026 [1457/10000][0/13] Loss_D: 0.0542 Loss_G: 8.2513 D(x): 0.9706 D(G(z)): 0.0007 / 0.0004 [1458/10000][0/13] Loss_D: 0.0945 Loss_G: 3.8902 D(x): 0.9201 D(G(z)): 0.0030 / 0.0269 [1459/10000][0/13] Loss_D: 0.0104 Loss_G: 5.9548 D(x): 0.9985 D(G(z)): 0.0088 / 0.0048 [1460/10000][0/13] Loss_D: 0.1170 Loss_G: 4.9387 D(x): 0.9143 D(G(z)): 0.0020 / 0.0134 [1461/10000][0/13] Loss_D: 0.0055 Loss_G: 7.5873 D(x): 0.9964 D(G(z)): 0.0019 / 0.0011 [1462/10000][0/13] Loss_D: 0.0461 Loss_G: 21.3256 D(x): 0.9710 D(G(z)): 0.0036 / 0.0011 [1463/10000][0/13] Loss_D: 0.1264 Loss_G: 11.7360 D(x): 0.9483 D(G(z)): 0.0482 / 0.0114 [1464/10000][0/13] Loss_D: 0.0007 Loss_G: 9.6811 D(x): 0.9996 D(G(z)): 0.0003 / 0.0002 [1465/10000][0/13] Loss_D: 0.0201 Loss_G: 5.7619 D(x): 0.9871 D(G(z)): 0.0052 / 0.0074 [1466/10000][0/13] Loss_D: 0.0079 Loss_G: 6.5284 D(x): 1.0000 D(G(z)): 0.0078 / 0.0033 [1467/10000][0/13] Loss_D: 0.0080 Loss_G: 8.1486 D(x): 0.9946 D(G(z)): 0.0026 / 0.0019 [1468/10000][0/13] Loss_D: 0.0031 Loss_G: 7.1706 D(x): 0.9987 D(G(z)): 0.0019 / 0.0012 [1469/10000][0/13] Loss_D: 0.0944 Loss_G: 10.6223 D(x): 0.9996 D(G(z)): 0.0760 / 0.0011 [1470/10000][0/13] Loss_D: 0.0040 Loss_G: 10.2558 D(x): 0.9998 D(G(z)): 0.0037 / 0.0007 [1471/10000][0/13] Loss_D: 0.0264 Loss_G: 5.3087 D(x): 0.9868 D(G(z)): 0.0099 / 0.0118 [1472/10000][0/13] Loss_D: 0.0102 Loss_G: 5.4723 D(x): 0.9997 D(G(z)): 0.0098 / 0.0080 [1473/10000][0/13] Loss_D: 0.0044 Loss_G: 6.8017 D(x): 0.9994 D(G(z)): 0.0038 / 0.0020 [1474/10000][0/13] Loss_D: 0.0064 Loss_G: 6.4967 D(x): 0.9963 D(G(z)): 0.0027 / 0.0019 [1475/10000][0/13] Loss_D: 0.1184 Loss_G: 9.7860 D(x): 1.0000 D(G(z)): 0.1086 / 0.0001 [1476/10000][0/13] Loss_D: 0.0023 Loss_G: 7.0817 D(x): 0.9997 D(G(z)): 0.0020 / 0.0013 [1477/10000][0/13] Loss_D: 0.0186 Loss_G: 4.6517 D(x): 0.9999 D(G(z)): 0.0181 / 0.0179 [1478/10000][0/13] Loss_D: 0.1405 Loss_G: 22.5232 D(x): 0.9224 D(G(z)): 0.0000 / 0.0000 [1479/10000][0/13] Loss_D: 0.0024 Loss_G: 12.0698 D(x): 1.0000 D(G(z)): 0.0024 / 0.0011 [1480/10000][0/13] Loss_D: 0.0862 Loss_G: 20.3510 D(x): 0.9689 D(G(z)): 0.0007 / 0.0003 [1481/10000][0/13] Loss_D: 0.0008 Loss_G: 13.1242 D(x): 0.9996 D(G(z)): 0.0004 / 0.0004 [1482/10000][0/13] Loss_D: 0.0154 Loss_G: 10.4396 D(x): 0.9973 D(G(z)): 0.0125 / 0.0037 [1483/10000][0/13] Loss_D: 0.0082 Loss_G: 9.3883 D(x): 0.9953 D(G(z)): 0.0034 / 0.0026 [1484/10000][0/13] Loss_D: 0.0109 Loss_G: 6.3703 D(x): 0.9940 D(G(z)): 0.0047 / 0.0023 [1485/10000][0/13] Loss_D: 0.0071 Loss_G: 6.1155 D(x): 0.9966 D(G(z)): 0.0037 / 0.0026 [1486/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7459 D(x): 0.9995 D(G(z)): 0.0006 / 0.0006 [1487/10000][0/13] Loss_D: 0.0078 Loss_G: 5.4977 D(x): 0.9987 D(G(z)): 0.0064 / 0.0052 [1488/10000][0/13] Loss_D: 0.0227 Loss_G: 7.1426 D(x): 0.9997 D(G(z)): 0.0212 / 0.0018 [1489/10000][0/13] Loss_D: 0.0050 Loss_G: 14.1964 D(x): 0.9955 D(G(z)): 0.0004 / 0.0003 [1490/10000][0/13] Loss_D: 0.0081 Loss_G: 12.9379 D(x): 0.9953 D(G(z)): 0.0032 / 0.0019 [1491/10000][0/13] Loss_D: 0.3849 Loss_G: 18.8268 D(x): 0.9017 D(G(z)): 0.0001 / 0.0001 [1492/10000][0/13] Loss_D: 0.0072 Loss_G: 13.5472 D(x): 0.9999 D(G(z)): 0.0070 / 0.0014 [1493/10000][0/13] Loss_D: 0.0037 Loss_G: 8.2194 D(x): 0.9980 D(G(z)): 0.0016 / 0.0017 [1494/10000][0/13] Loss_D: 0.0061 Loss_G: 6.1555 D(x): 1.0000 D(G(z)): 0.0061 / 0.0032 [1495/10000][0/13] Loss_D: 0.0052 Loss_G: 6.7320 D(x): 0.9984 D(G(z)): 0.0036 / 0.0017 [1496/10000][0/13] Loss_D: 0.0380 Loss_G: 7.3105 D(x): 0.9999 D(G(z)): 0.0355 / 0.0016 [1497/10000][0/13] Loss_D: 0.0066 Loss_G: 6.9363 D(x): 0.9961 D(G(z)): 0.0027 / 0.0018 [1498/10000][0/13] Loss_D: 0.0651 Loss_G: 7.7268 D(x): 0.9994 D(G(z)): 0.0524 / 0.0010 [1499/10000][0/13] Loss_D: 0.0071 Loss_G: 6.8898 D(x): 0.9988 D(G(z)): 0.0058 / 0.0022 [1500/10000][0/13] Loss_D: 0.0104 Loss_G: 6.2524 D(x): 0.9939 D(G(z)): 0.0041 / 0.0030 [1501/10000][0/13] Loss_D: 0.0134 Loss_G: 6.2423 D(x): 0.9971 D(G(z)): 0.0102 / 0.0084 [1502/10000][0/13] Loss_D: 0.0157 Loss_G: 20.1104 D(x): 0.9860 D(G(z)): 0.0004 / 0.0003 [1503/10000][0/13] Loss_D: 0.0009 Loss_G: 25.9772 D(x): 0.9996 D(G(z)): 0.0004 / 0.0004 [1504/10000][0/13] Loss_D: 0.0015 Loss_G: 8.9331 D(x): 0.9998 D(G(z)): 0.0012 / 0.0008 [1505/10000][0/13] Loss_D: 0.0091 Loss_G: 6.6512 D(x): 0.9964 D(G(z)): 0.0054 / 0.0030 [1506/10000][0/13] Loss_D: 0.0074 Loss_G: 7.3447 D(x): 0.9990 D(G(z)): 0.0063 / 0.0013 [1507/10000][0/13] Loss_D: 0.0554 Loss_G: 7.1276 D(x): 0.9939 D(G(z)): 0.0433 / 0.0013 [1508/10000][0/13] Loss_D: 0.0037 Loss_G: 6.8010 D(x): 0.9993 D(G(z)): 0.0030 / 0.0022 [1509/10000][0/13] Loss_D: 0.0039 Loss_G: 6.8560 D(x): 0.9998 D(G(z)): 0.0037 / 0.0021 [1510/10000][0/13] Loss_D: 0.0036 Loss_G: 9.5484 D(x): 0.9967 D(G(z)): 0.0003 / 0.0003 [1511/10000][0/13] Loss_D: 0.0015 Loss_G: 9.4852 D(x): 0.9993 D(G(z)): 0.0008 / 0.0010 [1512/10000][0/13] Loss_D: 0.0058 Loss_G: 6.2094 D(x): 0.9998 D(G(z)): 0.0056 / 0.0029 [1513/10000][0/13] Loss_D: 0.0162 Loss_G: 6.9925 D(x): 0.9871 D(G(z)): 0.0019 / 0.0044 [1514/10000][0/13] Loss_D: 0.0014 Loss_G: 7.6590 D(x): 0.9999 D(G(z)): 0.0013 / 0.0009 [1515/10000][0/13] Loss_D: 0.0011 Loss_G: 8.5227 D(x): 0.9994 D(G(z)): 0.0005 / 0.0003 [1516/10000][0/13] Loss_D: 0.0100 Loss_G: 6.6715 D(x): 0.9944 D(G(z)): 0.0043 / 0.0024 [1517/10000][0/13] Loss_D: 0.0020 Loss_G: 9.3334 D(x): 0.9992 D(G(z)): 0.0012 / 0.0007 [1518/10000][0/13] Loss_D: 0.0023 Loss_G: 7.3370 D(x): 0.9994 D(G(z)): 0.0017 / 0.0012 [1519/10000][0/13] Loss_D: 0.0038 Loss_G: 8.4507 D(x): 0.9995 D(G(z)): 0.0033 / 0.0014 [1520/10000][0/13] Loss_D: 0.0002 Loss_G: 13.7972 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [1521/10000][0/13] Loss_D: 0.0119 Loss_G: 10.3847 D(x): 0.9999 D(G(z)): 0.0117 / 0.0012 [1522/10000][0/13] Loss_D: 0.0383 Loss_G: 6.2770 D(x): 0.9999 D(G(z)): 0.0355 / 0.0031 [1523/10000][0/13] Loss_D: 0.0051 Loss_G: 6.4043 D(x): 0.9996 D(G(z)): 0.0047 / 0.0023 [1524/10000][0/13] Loss_D: 0.1251 Loss_G: 33.2217 D(x): 0.9692 D(G(z)): 0.0017 / 0.0011 [1525/10000][0/13] Loss_D: 0.0086 Loss_G: 19.7281 D(x): 0.9999 D(G(z)): 0.0078 / 0.0012 [1526/10000][0/13] Loss_D: 1.3522 Loss_G: 12.0354 D(x): 0.9647 D(G(z)): 0.0004 / 0.0002 [1527/10000][0/13] Loss_D: 0.0030 Loss_G: 7.8021 D(x): 0.9999 D(G(z)): 0.0030 / 0.0011 [1528/10000][0/13] Loss_D: 1.1293 Loss_G: 7.5480 D(x): 0.9685 D(G(z)): 0.0024 / 0.0014 [1529/10000][0/13] Loss_D: 0.0047 Loss_G: 6.8030 D(x): 0.9982 D(G(z)): 0.0029 / 0.0022 [1530/10000][0/13] Loss_D: 0.0039 Loss_G: 7.4316 D(x): 0.9998 D(G(z)): 0.0036 / 0.0013 [1531/10000][0/13] Loss_D: 0.0151 Loss_G: 6.1811 D(x): 0.9995 D(G(z)): 0.0143 / 0.0030 [1532/10000][0/13] Loss_D: 0.0109 Loss_G: 6.1297 D(x): 0.9943 D(G(z)): 0.0047 / 0.0032 [1533/10000][0/13] Loss_D: 0.0152 Loss_G: 6.5038 D(x): 0.9890 D(G(z)): 0.0036 / 0.0043 [1534/10000][0/13] Loss_D: 1.9692 Loss_G: 25.1763 D(x): 0.9862 D(G(z)): 0.2711 / 0.0074 [1535/10000][0/13] Loss_D: 0.0071 Loss_G: 13.6858 D(x): 1.0000 D(G(z)): 0.0071 / 0.0017 [1536/10000][0/13] Loss_D: 0.0018 Loss_G: 8.6828 D(x): 0.9999 D(G(z)): 0.0016 / 0.0007 [1537/10000][0/13] Loss_D: 0.0680 Loss_G: 5.6489 D(x): 0.9490 D(G(z)): 0.0061 / 0.0097 [1538/10000][0/13] Loss_D: 0.0150 Loss_G: 6.7008 D(x): 0.9999 D(G(z)): 0.0147 / 0.0026 [1539/10000][0/13] Loss_D: 0.0297 Loss_G: 6.9350 D(x): 0.9996 D(G(z)): 0.0286 / 0.0026 [1540/10000][0/13] Loss_D: 0.0463 Loss_G: 8.4894 D(x): 0.9998 D(G(z)): 0.0405 / 0.0008 [1541/10000][0/13] Loss_D: 0.0061 Loss_G: 7.7877 D(x): 0.9971 D(G(z)): 0.0031 / 0.0015 [1542/10000][0/13] Loss_D: 0.0107 Loss_G: 6.0424 D(x): 0.9996 D(G(z)): 0.0101 / 0.0032 [1543/10000][0/13] Loss_D: 0.0104 Loss_G: 5.9263 D(x): 0.9983 D(G(z)): 0.0086 / 0.0060 [1544/10000][0/13] Loss_D: 0.0110 Loss_G: 21.5716 D(x): 0.9990 D(G(z)): 0.0098 / 0.0032 [1545/10000][0/13] Loss_D: 0.0098 Loss_G: 6.3212 D(x): 0.9954 D(G(z)): 0.0050 / 0.0036 [1546/10000][0/13] Loss_D: 0.0037 Loss_G: 6.6732 D(x): 0.9982 D(G(z)): 0.0019 / 0.0016 [1547/10000][0/13] Loss_D: 0.0065 Loss_G: 9.9085 D(x): 0.9996 D(G(z)): 0.0060 / 0.0026 [1548/10000][0/13] Loss_D: 0.0477 Loss_G: 8.1351 D(x): 0.9994 D(G(z)): 0.0428 / 0.0006 [1549/10000][0/13] Loss_D: 0.0020 Loss_G: 7.8858 D(x): 0.9999 D(G(z)): 0.0019 / 0.0014 [1550/10000][0/13] Loss_D: 0.0040 Loss_G: 6.6717 D(x): 0.9995 D(G(z)): 0.0035 / 0.0023 [1551/10000][0/13] Loss_D: 0.0145 Loss_G: 5.9250 D(x): 0.9995 D(G(z)): 0.0138 / 0.0044 [1552/10000][0/13] Loss_D: 0.0010 Loss_G: 8.4993 D(x): 0.9997 D(G(z)): 0.0007 / 0.0004 [1553/10000][0/13] Loss_D: 0.0463 Loss_G: 13.9805 D(x): 0.9969 D(G(z)): 0.0408 / 0.0048 [1554/10000][0/13] Loss_D: 0.0484 Loss_G: 15.0163 D(x): 1.0000 D(G(z)): 0.0404 / 0.0054 [1555/10000][0/13] Loss_D: 0.0052 Loss_G: 11.9667 D(x): 0.9964 D(G(z)): 0.0016 / 0.0013 [1556/10000][0/13] Loss_D: 0.4352 Loss_G: 18.3638 D(x): 0.9996 D(G(z)): 0.1780 / 0.0001 [1557/10000][0/13] Loss_D: 0.0049 Loss_G: 8.8512 D(x): 0.9998 D(G(z)): 0.0046 / 0.0023 [1558/10000][0/13] Loss_D: 2.3138 Loss_G: 37.5664 D(x): 1.0000 D(G(z)): 0.6465 / 0.0000 [1559/10000][0/13] Loss_D: 0.0031 Loss_G: 17.3194 D(x): 0.9989 D(G(z)): 0.0019 / 0.0016 [1560/10000][0/13] Loss_D: 0.0222 Loss_G: 10.4221 D(x): 0.9827 D(G(z)): 0.0031 / 0.0013 [1561/10000][0/13] Loss_D: 0.0035 Loss_G: 7.6679 D(x): 0.9992 D(G(z)): 0.0027 / 0.0007 [1562/10000][0/13] Loss_D: 0.0311 Loss_G: 7.0219 D(x): 0.9987 D(G(z)): 0.0287 / 0.0013 [1563/10000][0/13] Loss_D: 0.0194 Loss_G: 6.2920 D(x): 0.9990 D(G(z)): 0.0179 / 0.0026 [1564/10000][0/13] Loss_D: 0.0009 Loss_G: 9.3967 D(x): 0.9998 D(G(z)): 0.0007 / 0.0004 [1565/10000][0/13] Loss_D: 0.0038 Loss_G: 7.0868 D(x): 0.9988 D(G(z)): 0.0026 / 0.0012 [1566/10000][0/13] Loss_D: 1.3467 Loss_G: 37.4174 D(x): 0.9687 D(G(z)): 0.3660 / 0.0000 [1567/10000][0/13] Loss_D: 0.1426 Loss_G: 24.7166 D(x): 1.0000 D(G(z)): 0.0955 / 0.0000 [1568/10000][0/13] Loss_D: 0.0140 Loss_G: 7.1069 D(x): 0.9952 D(G(z)): 0.0088 / 0.0020 [1569/10000][0/13] Loss_D: 0.0047 Loss_G: 6.3852 D(x): 0.9994 D(G(z)): 0.0041 / 0.0024 [1570/10000][0/13] Loss_D: 0.0039 Loss_G: 8.3146 D(x): 0.9970 D(G(z)): 0.0008 / 0.0005 [1571/10000][0/13] Loss_D: 0.0036 Loss_G: 7.1149 D(x): 0.9988 D(G(z)): 0.0023 / 0.0014 [1572/10000][0/13] Loss_D: 0.0041 Loss_G: 7.1864 D(x): 0.9985 D(G(z)): 0.0026 / 0.0016 [1573/10000][0/13] Loss_D: 0.0087 Loss_G: 6.0812 D(x): 0.9993 D(G(z)): 0.0079 / 0.0035 [1574/10000][0/13] Loss_D: 0.0335 Loss_G: 6.2731 D(x): 0.9703 D(G(z)): 0.0026 / 0.0043 [1575/10000][0/13] Loss_D: 0.0292 Loss_G: 6.1440 D(x): 0.9998 D(G(z)): 0.0283 / 0.0036 [1576/10000][0/13] Loss_D: 0.0019 Loss_G: 7.8374 D(x): 0.9991 D(G(z)): 0.0010 / 0.0007 [1577/10000][0/13] Loss_D: 0.0017 Loss_G: 8.4309 D(x): 0.9992 D(G(z)): 0.0009 / 0.0004 [1578/10000][0/13] Loss_D: 0.0119 Loss_G: 5.8592 D(x): 0.9986 D(G(z)): 0.0103 / 0.0044 [1579/10000][0/13] Loss_D: 0.0312 Loss_G: 6.0157 D(x): 0.9995 D(G(z)): 0.0299 / 0.0033 [1580/10000][0/13] Loss_D: 0.0291 Loss_G: 5.2022 D(x): 0.9938 D(G(z)): 0.0223 / 0.0078 [1581/10000][0/13] Loss_D: 0.0122 Loss_G: 6.1140 D(x): 0.9916 D(G(z)): 0.0034 / 0.0037 [1582/10000][0/13] Loss_D: 0.4968 Loss_G: 29.1169 D(x): 0.9997 D(G(z)): 0.1366 / 0.0000 [1583/10000][0/13] Loss_D: 0.0052 Loss_G: 8.6557 D(x): 0.9989 D(G(z)): 0.0041 / 0.0014 [1584/10000][0/13] Loss_D: 0.1049 Loss_G: 5.5556 D(x): 0.9466 D(G(z)): 0.0109 / 0.0196 [1585/10000][0/13] Loss_D: 0.0097 Loss_G: 6.3493 D(x): 0.9968 D(G(z)): 0.0064 / 0.0028 [1586/10000][0/13] Loss_D: 0.0132 Loss_G: 6.7389 D(x): 0.9966 D(G(z)): 0.0096 / 0.0018 [1587/10000][0/13] Loss_D: 0.0205 Loss_G: 6.7701 D(x): 0.9826 D(G(z)): 0.0025 / 0.0022 [1588/10000][0/13] Loss_D: 0.0113 Loss_G: 6.5146 D(x): 0.9938 D(G(z)): 0.0051 / 0.0030 [1589/10000][0/13] Loss_D: 0.0141 Loss_G: 5.8823 D(x): 0.9984 D(G(z)): 0.0123 / 0.0045 [1590/10000][0/13] Loss_D: 0.0079 Loss_G: 6.2308 D(x): 0.9993 D(G(z)): 0.0071 / 0.0037 [1591/10000][0/13] Loss_D: 0.0139 Loss_G: 5.6763 D(x): 0.9990 D(G(z)): 0.0128 / 0.0051 [1592/10000][0/13] Loss_D: 0.0097 Loss_G: 6.2331 D(x): 0.9951 D(G(z)): 0.0047 / 0.0028 [1593/10000][0/13] Loss_D: 0.0048 Loss_G: 7.4555 D(x): 0.9977 D(G(z)): 0.0025 / 0.0015 [1594/10000][0/13] Loss_D: 0.3183 Loss_G: 24.4542 D(x): 0.8218 D(G(z)): 0.0090 / 0.0148 [1595/10000][0/13] Loss_D: 0.0439 Loss_G: 11.9309 D(x): 0.9995 D(G(z)): 0.0409 / 0.0021 [1596/10000][0/13] Loss_D: 0.3793 Loss_G: 17.2717 D(x): 0.9021 D(G(z)): 0.0008 / 0.0024 [1597/10000][0/13] Loss_D: 0.0442 Loss_G: 17.8110 D(x): 0.9990 D(G(z)): 0.0416 / 0.0009 [1598/10000][0/13] Loss_D: 0.0522 Loss_G: 14.9009 D(x): 0.9995 D(G(z)): 0.0473 / 0.0012 [1599/10000][0/13] Loss_D: 0.0886 Loss_G: 14.1022 D(x): 1.0000 D(G(z)): 0.0641 / 0.0009 [1600/10000][0/13] Loss_D: 0.0021 Loss_G: 7.8903 D(x): 0.9991 D(G(z)): 0.0013 / 0.0007 [1601/10000][0/13] Loss_D: 0.0315 Loss_G: 6.1923 D(x): 0.9874 D(G(z)): 0.0170 / 0.0056 [1602/10000][0/13] Loss_D: 0.0097 Loss_G: 6.2336 D(x): 0.9939 D(G(z)): 0.0035 / 0.0031 [1603/10000][0/13] Loss_D: 0.0047 Loss_G: 8.6813 D(x): 0.9981 D(G(z)): 0.0028 / 0.0022 [1604/10000][0/13] Loss_D: 0.0962 Loss_G: 8.1797 D(x): 0.9990 D(G(z)): 0.0679 / 0.0021 [1605/10000][0/13] Loss_D: 0.0042 Loss_G: 7.0870 D(x): 0.9973 D(G(z)): 0.0015 / 0.0011 [1606/10000][0/13] Loss_D: 0.0060 Loss_G: 5.9178 D(x): 0.9986 D(G(z)): 0.0046 / 0.0030 [1607/10000][0/13] Loss_D: 0.0143 Loss_G: 6.6929 D(x): 0.9893 D(G(z)): 0.0028 / 0.0025 [1608/10000][0/13] Loss_D: 0.0037 Loss_G: 6.6246 D(x): 0.9994 D(G(z)): 0.0030 / 0.0017 [1609/10000][0/13] Loss_D: 0.0923 Loss_G: 4.2032 D(x): 0.9277 D(G(z)): 0.0030 / 0.0289 [1610/10000][0/13] Loss_D: 0.0036 Loss_G: 10.2138 D(x): 0.9998 D(G(z)): 0.0033 / 0.0012 [1611/10000][0/13] Loss_D: 0.0041 Loss_G: 7.3666 D(x): 0.9977 D(G(z)): 0.0018 / 0.0010 [1612/10000][0/13] Loss_D: 0.0132 Loss_G: 6.3452 D(x): 0.9996 D(G(z)): 0.0127 / 0.0025 [1613/10000][0/13] Loss_D: 0.0043 Loss_G: 10.0639 D(x): 0.9972 D(G(z)): 0.0014 / 0.0010 [1614/10000][0/13] Loss_D: 0.0035 Loss_G: 6.5510 D(x): 0.9999 D(G(z)): 0.0033 / 0.0022 [1615/10000][0/13] Loss_D: 0.0021 Loss_G: 6.9214 D(x): 0.9996 D(G(z)): 0.0018 / 0.0013 [1616/10000][0/13] Loss_D: 0.0075 Loss_G: 9.2539 D(x): 0.9949 D(G(z)): 0.0024 / 0.0024 [1617/10000][0/13] Loss_D: 0.0053 Loss_G: 6.9363 D(x): 0.9965 D(G(z)): 0.0017 / 0.0014 [1618/10000][0/13] Loss_D: 0.0048 Loss_G: 6.6819 D(x): 0.9985 D(G(z)): 0.0033 / 0.0016 [1619/10000][0/13] Loss_D: 0.0158 Loss_G: 5.9629 D(x): 0.9890 D(G(z)): 0.0045 / 0.0041 [1620/10000][0/13] Loss_D: 0.0066 Loss_G: 6.3056 D(x): 0.9996 D(G(z)): 0.0061 / 0.0133 [1621/10000][0/13] Loss_D: 0.0055 Loss_G: 15.9507 D(x): 1.0000 D(G(z)): 0.0054 / 0.0029 [1622/10000][0/13] Loss_D: 0.0036 Loss_G: 11.8086 D(x): 0.9999 D(G(z)): 0.0035 / 0.0088 [1623/10000][0/13] Loss_D: 0.0068 Loss_G: 6.8554 D(x): 0.9989 D(G(z)): 0.0056 / 0.0024 [1624/10000][0/13] Loss_D: 0.0062 Loss_G: 12.9475 D(x): 0.9984 D(G(z)): 0.0046 / 0.0020 [1625/10000][0/13] Loss_D: 0.0032 Loss_G: 7.0325 D(x): 0.9988 D(G(z)): 0.0020 / 0.0016 [1626/10000][0/13] Loss_D: 0.0041 Loss_G: 6.8272 D(x): 0.9995 D(G(z)): 0.0035 / 0.0020 [1627/10000][0/13] Loss_D: 0.0070 Loss_G: 7.1477 D(x): 0.9989 D(G(z)): 0.0058 / 0.0019 [1628/10000][0/13] Loss_D: 0.3059 Loss_G: 37.3593 D(x): 0.9953 D(G(z)): 0.1531 / 0.0000 [1629/10000][0/13] Loss_D: 0.0003 Loss_G: 25.7267 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [1630/10000][0/13] Loss_D: 0.0074 Loss_G: 11.8793 D(x): 0.9943 D(G(z)): 0.0014 / 0.0005 [1631/10000][0/13] Loss_D: 0.0130 Loss_G: 6.5013 D(x): 0.9992 D(G(z)): 0.0120 / 0.0029 [1632/10000][0/13] Loss_D: 0.0080 Loss_G: 6.9070 D(x): 0.9962 D(G(z)): 0.0041 / 0.0018 [1633/10000][0/13] Loss_D: 0.0013 Loss_G: 8.0964 D(x): 0.9999 D(G(z)): 0.0012 / 0.0006 [1634/10000][0/13] Loss_D: 0.0062 Loss_G: 6.3660 D(x): 0.9991 D(G(z)): 0.0053 / 0.0030 [1635/10000][0/13] Loss_D: 1.4556 Loss_G: 35.9449 D(x): 0.8723 D(G(z)): 0.0000 / 0.0000 [1636/10000][0/13] Loss_D: 0.3384 Loss_G: 18.1627 D(x): 0.9369 D(G(z)): 0.0003 / 0.0003 [1637/10000][0/13] Loss_D: 0.0211 Loss_G: 7.4833 D(x): 0.9933 D(G(z)): 0.0137 / 0.0009 [1638/10000][0/13] Loss_D: 0.0081 Loss_G: 8.0455 D(x): 0.9974 D(G(z)): 0.0054 / 0.0018 [1639/10000][0/13] Loss_D: 0.0043 Loss_G: 7.2773 D(x): 0.9997 D(G(z)): 0.0040 / 0.0018 [1640/10000][0/13] Loss_D: 0.0494 Loss_G: 6.5105 D(x): 0.9779 D(G(z)): 0.0130 / 0.0020 [1641/10000][0/13] Loss_D: 0.0076 Loss_G: 7.0311 D(x): 0.9957 D(G(z)): 0.0032 / 0.0015 [1642/10000][0/13] Loss_D: 0.0027 Loss_G: 7.3395 D(x): 0.9999 D(G(z)): 0.0026 / 0.0015 [1643/10000][0/13] Loss_D: 0.0112 Loss_G: 5.3573 D(x): 0.9998 D(G(z)): 0.0108 / 0.0149 [1644/10000][0/13] Loss_D: 0.0026 Loss_G: 7.0798 D(x): 0.9999 D(G(z)): 0.0025 / 0.0016 [1645/10000][0/13] Loss_D: 0.0211 Loss_G: 6.9572 D(x): 0.9956 D(G(z)): 0.0162 / 0.0014 [1646/10000][0/13] Loss_D: 0.0097 Loss_G: 6.1904 D(x): 0.9997 D(G(z)): 0.0092 / 0.0032 [1647/10000][0/13] Loss_D: 0.0056 Loss_G: 6.2200 D(x): 0.9979 D(G(z)): 0.0034 / 0.0024 [1648/10000][0/13] Loss_D: 0.0037 Loss_G: 7.0337 D(x): 0.9992 D(G(z)): 0.0029 / 0.0031 [1649/10000][0/13] Loss_D: 0.0145 Loss_G: 7.9638 D(x): 0.9873 D(G(z)): 0.0005 / 0.0011 [1650/10000][0/13] Loss_D: 0.0050 Loss_G: 5.7300 D(x): 0.9993 D(G(z)): 0.0042 / 0.0078 [1651/10000][0/13] Loss_D: 0.0184 Loss_G: 6.7110 D(x): 0.9855 D(G(z)): 0.0018 / 0.0015 [1652/10000][0/13] Loss_D: 0.0022 Loss_G: 6.6061 D(x): 0.9999 D(G(z)): 0.0021 / 0.0018 [1653/10000][0/13] Loss_D: 0.0047 Loss_G: 6.2912 D(x): 0.9989 D(G(z)): 0.0036 / 0.0031 [1654/10000][0/13] Loss_D: 0.0060 Loss_G: 7.1689 D(x): 0.9991 D(G(z)): 0.0051 / 0.0016 [1655/10000][0/13] Loss_D: 0.0025 Loss_G: 8.5513 D(x): 0.9998 D(G(z)): 0.0023 / 0.0010 [1656/10000][0/13] Loss_D: 0.0127 Loss_G: 6.2805 D(x): 0.9994 D(G(z)): 0.0119 / 0.0028 [1657/10000][0/13] Loss_D: 0.0016 Loss_G: 7.7900 D(x): 0.9993 D(G(z)): 0.0009 / 0.0008 [1658/10000][0/13] Loss_D: 4.6246 Loss_G: 42.0022 D(x): 1.0000 D(G(z)): 0.7482 / 0.0000 [1659/10000][0/13] Loss_D: 0.0000 Loss_G: 27.9636 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [1660/10000][0/13] Loss_D: 0.0029 Loss_G: 21.8778 D(x): 0.9996 D(G(z)): 0.0024 / 0.0004 [1661/10000][0/13] Loss_D: 0.0877 Loss_G: 14.2533 D(x): 0.9999 D(G(z)): 0.0681 / 0.0007 [1662/10000][0/13] Loss_D: 0.0102 Loss_G: 6.3750 D(x): 0.9957 D(G(z)): 0.0057 / 0.0023 [1663/10000][0/13] Loss_D: 0.0004 Loss_G: 12.3802 D(x): 0.9998 D(G(z)): 0.0002 / 0.0001 [1664/10000][0/13] Loss_D: 0.0059 Loss_G: 6.9605 D(x): 0.9986 D(G(z)): 0.0045 / 0.0025 [1665/10000][0/13] Loss_D: 0.0076 Loss_G: 11.6698 D(x): 0.9993 D(G(z)): 0.0067 / 0.0012 [1666/10000][0/13] Loss_D: 0.0050 Loss_G: 7.2132 D(x): 0.9977 D(G(z)): 0.0027 / 0.0021 [1667/10000][0/13] Loss_D: 0.0390 Loss_G: 20.1362 D(x): 0.9895 D(G(z)): 0.0239 / 0.0023 [1668/10000][0/13] Loss_D: 0.0037 Loss_G: 13.6637 D(x): 0.9965 D(G(z)): 0.0002 / 0.0001 [1669/10000][0/13] Loss_D: 0.0082 Loss_G: 7.4010 D(x): 0.9947 D(G(z)): 0.0027 / 0.0016 [1670/10000][0/13] Loss_D: 1.6793 Loss_G: 35.9038 D(x): 1.0000 D(G(z)): 0.7498 / 0.0000 [1671/10000][0/13] Loss_D: 0.0084 Loss_G: 20.2128 D(x): 0.9925 D(G(z)): 0.0004 / 0.0001 [1672/10000][0/13] Loss_D: 0.0217 Loss_G: 10.1089 D(x): 0.9933 D(G(z)): 0.0143 / 0.0045 [1673/10000][0/13] Loss_D: 0.0082 Loss_G: 6.0557 D(x): 0.9995 D(G(z)): 0.0077 / 0.0035 [1674/10000][0/13] Loss_D: 0.0360 Loss_G: 5.7501 D(x): 0.9962 D(G(z)): 0.0307 / 0.0045 [1675/10000][0/13] Loss_D: 0.0804 Loss_G: 6.0346 D(x): 0.9557 D(G(z)): 0.0015 / 0.0091 [1676/10000][0/13] Loss_D: 0.0022 Loss_G: 7.2669 D(x): 0.9991 D(G(z)): 0.0013 / 0.0010 [1677/10000][0/13] Loss_D: 0.0430 Loss_G: 8.8137 D(x): 0.9740 D(G(z)): 0.0011 / 0.0018 [1678/10000][0/13] Loss_D: 0.0101 Loss_G: 6.6365 D(x): 1.0000 D(G(z)): 0.0099 / 0.0018 [1679/10000][0/13] Loss_D: 0.0041 Loss_G: 7.8040 D(x): 0.9996 D(G(z)): 0.0037 / 0.0017 [1680/10000][0/13] Loss_D: 0.0020 Loss_G: 7.7916 D(x): 0.9999 D(G(z)): 0.0019 / 0.0014 [1681/10000][0/13] Loss_D: 0.0011 Loss_G: 8.3210 D(x): 0.9995 D(G(z)): 0.0005 / 0.0004 [1682/10000][0/13] Loss_D: 0.6718 Loss_G: 42.9824 D(x): 0.9667 D(G(z)): 0.3326 / 0.0000 [1683/10000][0/13] Loss_D: 0.0043 Loss_G: 24.7274 D(x): 1.0000 D(G(z)): 0.0042 / 0.0004 [1684/10000][0/13] Loss_D: 0.0043 Loss_G: 15.7985 D(x): 0.9999 D(G(z)): 0.0042 / 0.0018 [1685/10000][0/13] Loss_D: 0.0033 Loss_G: 16.5985 D(x): 0.9988 D(G(z)): 0.0021 / 0.0011 [1686/10000][0/13] Loss_D: 0.0056 Loss_G: 12.7391 D(x): 0.9967 D(G(z)): 0.0021 / 0.0011 [1687/10000][0/13] Loss_D: 0.0059 Loss_G: 7.5677 D(x): 0.9962 D(G(z)): 0.0020 / 0.0017 [1688/10000][0/13] Loss_D: 0.0463 Loss_G: 6.2729 D(x): 0.9615 D(G(z)): 0.0039 / 0.0045 [1689/10000][0/13] Loss_D: 0.1102 Loss_G: 7.5916 D(x): 0.9992 D(G(z)): 0.0960 / 0.0008 [1690/10000][0/13] Loss_D: 0.0065 Loss_G: 6.4910 D(x): 0.9998 D(G(z)): 0.0063 / 0.0026 [1691/10000][0/13] Loss_D: 0.0057 Loss_G: 7.2422 D(x): 1.0000 D(G(z)): 0.0056 / 0.0021 [1692/10000][0/13] Loss_D: 0.0128 Loss_G: 5.1199 D(x): 0.9976 D(G(z)): 0.0103 / 0.0117 [1693/10000][0/13] Loss_D: 0.0022 Loss_G: 9.7626 D(x): 0.9991 D(G(z)): 0.0013 / 0.0013 [1694/10000][0/13] Loss_D: 0.0050 Loss_G: 14.3265 D(x): 0.9999 D(G(z)): 0.0048 / 0.0015 [1695/10000][0/13] Loss_D: 0.0024 Loss_G: 15.5258 D(x): 0.9984 D(G(z)): 0.0007 / 0.0005 [1696/10000][0/13] Loss_D: 0.0119 Loss_G: 13.0325 D(x): 0.9912 D(G(z)): 0.0027 / 0.0027 [1697/10000][0/13] Loss_D: 0.0268 Loss_G: 10.0941 D(x): 0.9835 D(G(z)): 0.0072 / 0.0027 [1698/10000][0/13] Loss_D: 0.0134 Loss_G: 8.1190 D(x): 0.9996 D(G(z)): 0.0127 / 0.0042 [1699/10000][0/13] Loss_D: 0.0015 Loss_G: 9.2880 D(x): 0.9988 D(G(z)): 0.0003 / 0.0002 [1700/10000][0/13] Loss_D: 0.0118 Loss_G: 5.9743 D(x): 0.9999 D(G(z)): 0.0115 / 0.0062 [1701/10000][0/13] Loss_D: 0.0081 Loss_G: 5.5015 D(x): 0.9987 D(G(z)): 0.0067 / 0.0064 [1702/10000][0/13] Loss_D: 0.0401 Loss_G: 7.2381 D(x): 0.9756 D(G(z)): 0.0031 / 0.0031 [1703/10000][0/13] Loss_D: 0.0023 Loss_G: 6.8042 D(x): 1.0000 D(G(z)): 0.0023 / 0.0018 [1704/10000][0/13] Loss_D: 0.0114 Loss_G: 7.4187 D(x): 0.9897 D(G(z)): 0.0009 / 0.0011 [1705/10000][0/13] Loss_D: 0.0091 Loss_G: 6.5518 D(x): 0.9936 D(G(z)): 0.0026 / 0.0023 [1706/10000][0/13] Loss_D: 0.6302 Loss_G: 8.8629 D(x): 0.9938 D(G(z)): 0.1783 / 0.0011 [1707/10000][0/13] Loss_D: 0.0212 Loss_G: 7.3380 D(x): 0.9816 D(G(z)): 0.0014 / 0.0017 [1708/10000][0/13] Loss_D: 0.0084 Loss_G: 6.2025 D(x): 0.9979 D(G(z)): 0.0063 / 0.0035 [1709/10000][0/13] Loss_D: 0.0713 Loss_G: 5.9435 D(x): 0.9455 D(G(z)): 0.0057 / 0.0072 [1710/10000][0/13] Loss_D: 0.0127 Loss_G: 6.3733 D(x): 0.9953 D(G(z)): 0.0080 / 0.0028 [1711/10000][0/13] Loss_D: 0.0056 Loss_G: 5.6120 D(x): 0.9995 D(G(z)): 0.0051 / 0.0045 [1712/10000][0/13] Loss_D: 0.0031 Loss_G: 7.2300 D(x): 0.9997 D(G(z)): 0.0029 / 0.0018 [1713/10000][0/13] Loss_D: 0.0241 Loss_G: 6.6010 D(x): 0.9996 D(G(z)): 0.0230 / 0.0028 [1714/10000][0/13] Loss_D: 0.0057 Loss_G: 9.4881 D(x): 0.9947 D(G(z)): 0.0004 / 0.0004 [1715/10000][0/13] Loss_D: 0.0067 Loss_G: 5.9828 D(x): 0.9993 D(G(z)): 0.0060 / 0.0037 [1716/10000][0/13] Loss_D: 0.0097 Loss_G: 5.8518 D(x): 0.9994 D(G(z)): 0.0090 / 0.0037 [1717/10000][0/13] Loss_D: 0.0116 Loss_G: 5.9671 D(x): 0.9936 D(G(z)): 0.0051 / 0.0034 [1718/10000][0/13] Loss_D: 0.0686 Loss_G: 7.2811 D(x): 0.9996 D(G(z)): 0.0626 / 0.0038 [1719/10000][0/13] Loss_D: 3.5158 Loss_G: 28.7261 D(x): 0.9252 D(G(z)): 0.2912 / 0.0000 [1720/10000][0/13] Loss_D: 0.0028 Loss_G: 20.3349 D(x): 0.9996 D(G(z)): 0.0024 / 0.0008 [1721/10000][0/13] Loss_D: 0.0125 Loss_G: 14.1165 D(x): 0.9885 D(G(z)): 0.0004 / 0.0004 [1722/10000][0/13] Loss_D: 0.0229 Loss_G: 12.9973 D(x): 0.9953 D(G(z)): 0.0178 / 0.0020 [1723/10000][0/13] Loss_D: 0.0041 Loss_G: 8.6743 D(x): 0.9998 D(G(z)): 0.0039 / 0.0026 [1724/10000][0/13] Loss_D: 0.0018 Loss_G: 7.9931 D(x): 0.9998 D(G(z)): 0.0016 / 0.0006 [1725/10000][0/13] Loss_D: 0.0306 Loss_G: 9.1740 D(x): 0.9983 D(G(z)): 0.0244 / 0.0011 [1726/10000][0/13] Loss_D: 0.7389 Loss_G: 17.6537 D(x): 0.6687 D(G(z)): 0.0030 / 0.5509 [1727/10000][0/13] Loss_D: 0.0006 Loss_G: 16.5420 D(x): 0.9996 D(G(z)): 0.0002 / 0.0001 [1728/10000][0/13] Loss_D: 0.0384 Loss_G: 15.0866 D(x): 0.9996 D(G(z)): 0.0359 / 0.0004 [1729/10000][0/13] Loss_D: 0.0041 Loss_G: 8.2192 D(x): 1.0000 D(G(z)): 0.0041 / 0.0009 [1730/10000][0/13] Loss_D: 0.0036 Loss_G: 6.8889 D(x): 0.9999 D(G(z)): 0.0035 / 0.0016 [1731/10000][0/13] Loss_D: 0.0028 Loss_G: 6.8848 D(x): 0.9997 D(G(z)): 0.0025 / 0.0014 [1732/10000][0/13] Loss_D: 0.1237 Loss_G: 10.2789 D(x): 0.9999 D(G(z)): 0.1036 / 0.0034 [1733/10000][0/13] Loss_D: 0.0158 Loss_G: 12.9924 D(x): 0.9937 D(G(z)): 0.0093 / 0.0042 [1734/10000][0/13] Loss_D: 0.0231 Loss_G: 11.7530 D(x): 0.9987 D(G(z)): 0.0213 / 0.0034 [1735/10000][0/13] Loss_D: 0.0362 Loss_G: 10.8121 D(x): 1.0000 D(G(z)): 0.0347 / 0.0041 [1736/10000][0/13] Loss_D: 0.0020 Loss_G: 8.1144 D(x): 0.9992 D(G(z)): 0.0012 / 0.0008 [1737/10000][0/13] Loss_D: 0.0128 Loss_G: 6.1232 D(x): 0.9907 D(G(z)): 0.0030 / 0.0025 [1738/10000][0/13] Loss_D: 1.0164 Loss_G: 24.4369 D(x): 1.0000 D(G(z)): 0.5242 / 0.0000 [1739/10000][0/13] Loss_D: 0.0157 Loss_G: 16.0511 D(x): 0.9998 D(G(z)): 0.0150 / 0.0030 [1740/10000][0/13] Loss_D: 0.0017 Loss_G: 8.5281 D(x): 0.9996 D(G(z)): 0.0013 / 0.0007 [1741/10000][0/13] Loss_D: 0.0740 Loss_G: 6.2565 D(x): 0.9636 D(G(z)): 0.0032 / 0.0050 [1742/10000][0/13] Loss_D: 0.0037 Loss_G: 6.4735 D(x): 0.9994 D(G(z)): 0.0032 / 0.0021 [1743/10000][0/13] Loss_D: 0.0040 Loss_G: 6.6449 D(x): 0.9981 D(G(z)): 0.0021 / 0.0016 [1744/10000][0/13] Loss_D: 0.6078 Loss_G: 13.5943 D(x): 1.0000 D(G(z)): 0.1925 / 0.0048 [1745/10000][0/13] Loss_D: 0.0074 Loss_G: 15.7216 D(x): 0.9932 D(G(z)): 0.0001 / 0.0000 [1746/10000][0/13] Loss_D: 0.0032 Loss_G: 11.6452 D(x): 0.9998 D(G(z)): 0.0030 / 0.0021 [1747/10000][0/13] Loss_D: 0.0113 Loss_G: 8.2943 D(x): 0.9935 D(G(z)): 0.0046 / 0.0047 [1748/10000][0/13] Loss_D: 0.0011 Loss_G: 8.6732 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [1749/10000][0/13] Loss_D: 0.0509 Loss_G: 6.2139 D(x): 0.9988 D(G(z)): 0.0468 / 0.0037 [1750/10000][0/13] Loss_D: 0.0400 Loss_G: 6.0577 D(x): 0.9987 D(G(z)): 0.0360 / 0.0032 [1751/10000][0/13] Loss_D: 0.0008 Loss_G: 9.7618 D(x): 0.9997 D(G(z)): 0.0005 / 0.0004 [1752/10000][0/13] Loss_D: 0.0058 Loss_G: 6.2912 D(x): 0.9995 D(G(z)): 0.0053 / 0.0033 [1753/10000][0/13] Loss_D: 0.1461 Loss_G: 10.1466 D(x): 0.9991 D(G(z)): 0.1254 / 0.0011 [1754/10000][0/13] Loss_D: 0.0109 Loss_G: 8.1562 D(x): 0.9916 D(G(z)): 0.0013 / 0.0008 [1755/10000][0/13] Loss_D: 0.0022 Loss_G: 7.5097 D(x): 0.9998 D(G(z)): 0.0020 / 0.0012 [1756/10000][0/13] Loss_D: 0.0372 Loss_G: 11.4305 D(x): 0.9805 D(G(z)): 0.0099 / 0.0040 [1757/10000][0/13] Loss_D: 0.0051 Loss_G: 13.1402 D(x): 0.9987 D(G(z)): 0.0038 / 0.0026 [1758/10000][0/13] Loss_D: 0.0026 Loss_G: 12.3390 D(x): 0.9992 D(G(z)): 0.0018 / 0.0010 [1759/10000][0/13] Loss_D: 0.0021 Loss_G: 28.6420 D(x): 0.9991 D(G(z)): 0.0013 / 0.0020 [1760/10000][0/13] Loss_D: 0.0128 Loss_G: 21.3712 D(x): 0.9971 D(G(z)): 0.0093 / 0.0026 [1761/10000][0/13] Loss_D: 0.0029 Loss_G: 18.8007 D(x): 0.9976 D(G(z)): 0.0005 / 0.0003 [1762/10000][0/13] Loss_D: 0.0013 Loss_G: 17.4599 D(x): 0.9995 D(G(z)): 0.0008 / 0.0006 [1763/10000][0/13] Loss_D: 0.0046 Loss_G: 17.3175 D(x): 0.9998 D(G(z)): 0.0043 / 0.0018 [1764/10000][0/13] Loss_D: 0.0045 Loss_G: 11.0971 D(x): 0.9996 D(G(z)): 0.0040 / 0.0024 [1765/10000][0/13] Loss_D: 0.0088 Loss_G: 6.8379 D(x): 0.9995 D(G(z)): 0.0082 / 0.0044 [1766/10000][0/13] Loss_D: 0.0202 Loss_G: 10.9760 D(x): 0.9930 D(G(z)): 0.0128 / 0.0038 [1767/10000][0/13] Loss_D: 0.0014 Loss_G: 9.6056 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [1768/10000][0/13] Loss_D: 0.0088 Loss_G: 6.5376 D(x): 0.9978 D(G(z)): 0.0066 / 0.0023 [1769/10000][0/13] Loss_D: 0.0101 Loss_G: 6.4512 D(x): 0.9997 D(G(z)): 0.0097 / 0.0028 [1770/10000][0/13] Loss_D: 0.0159 Loss_G: 6.6261 D(x): 0.9872 D(G(z)): 0.0028 / 0.0022 [1771/10000][0/13] Loss_D: 0.0038 Loss_G: 10.8903 D(x): 0.9965 D(G(z)): 0.0002 / 0.0003 [1772/10000][0/13] Loss_D: 0.0101 Loss_G: 10.9422 D(x): 1.0000 D(G(z)): 0.0099 / 0.0015 [1773/10000][0/13] Loss_D: 0.0050 Loss_G: 10.2736 D(x): 0.9958 D(G(z)): 0.0008 / 0.0004 [1774/10000][0/13] Loss_D: 0.5828 Loss_G: 27.7533 D(x): 0.9868 D(G(z)): 0.2402 / 0.0000 [1775/10000][0/13] Loss_D: 0.0001 Loss_G: 22.4952 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [1776/10000][0/13] Loss_D: 0.0004 Loss_G: 17.2406 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [1777/10000][0/13] Loss_D: 0.0101 Loss_G: 7.9185 D(x): 0.9997 D(G(z)): 0.0096 / 0.0067 [1778/10000][0/13] Loss_D: 0.0195 Loss_G: 6.4397 D(x): 0.9997 D(G(z)): 0.0188 / 0.0028 [1779/10000][0/13] Loss_D: 0.0031 Loss_G: 7.4895 D(x): 0.9986 D(G(z)): 0.0017 / 0.0012 [1780/10000][0/13] Loss_D: 0.0044 Loss_G: 6.3790 D(x): 0.9992 D(G(z)): 0.0036 / 0.0026 [1781/10000][0/13] Loss_D: 0.5332 Loss_G: 18.8131 D(x): 0.9627 D(G(z)): 0.0008 / 0.0031 [1782/10000][0/13] Loss_D: 0.0099 Loss_G: 13.5788 D(x): 0.9999 D(G(z)): 0.0097 / 0.0010 [1783/10000][0/13] Loss_D: 0.0068 Loss_G: 16.9217 D(x): 0.9990 D(G(z)): 0.0058 / 0.0026 [1784/10000][0/13] Loss_D: 0.0075 Loss_G: 16.5431 D(x): 0.9956 D(G(z)): 0.0029 / 0.0023 [1785/10000][0/13] Loss_D: 0.0863 Loss_G: 9.4801 D(x): 0.9416 D(G(z)): 0.0015 / 0.0284 [1786/10000][0/13] Loss_D: 0.0031 Loss_G: 7.3997 D(x): 0.9991 D(G(z)): 0.0021 / 0.0018 [1787/10000][0/13] Loss_D: 0.2223 Loss_G: 33.7597 D(x): 0.9369 D(G(z)): 0.0000 / 0.0000 [1788/10000][0/13] Loss_D: 0.0083 Loss_G: 17.7180 D(x): 0.9998 D(G(z)): 0.0080 / 0.0031 [1789/10000][0/13] Loss_D: 1.4965 Loss_G: 7.6851 D(x): 0.9685 D(G(z)): 0.0757 / 0.0010 [1790/10000][0/13] Loss_D: 0.0262 Loss_G: 6.4360 D(x): 0.9950 D(G(z)): 0.0206 / 0.0045 [1791/10000][0/13] Loss_D: 0.0048 Loss_G: 6.6445 D(x): 0.9994 D(G(z)): 0.0042 / 0.0027 [1792/10000][0/13] Loss_D: 0.0039 Loss_G: 6.7454 D(x): 0.9986 D(G(z)): 0.0025 / 0.0016 [1793/10000][0/13] Loss_D: 0.0083 Loss_G: 5.9570 D(x): 0.9978 D(G(z)): 0.0060 / 0.0035 [1794/10000][0/13] Loss_D: 0.0084 Loss_G: 6.7310 D(x): 0.9942 D(G(z)): 0.0025 / 0.0021 [1795/10000][0/13] Loss_D: 1.7649 Loss_G: 7.1199 D(x): 0.9345 D(G(z)): 0.0003 / 0.0029 [1796/10000][0/13] Loss_D: 0.0026 Loss_G: 10.1517 D(x): 0.9986 D(G(z)): 0.0012 / 0.0007 [1797/10000][0/13] Loss_D: 1.2694 Loss_G: 7.6562 D(x): 0.9685 D(G(z)): 0.0012 / 0.0009 [1798/10000][0/13] Loss_D: 0.1622 Loss_G: 7.8706 D(x): 0.9684 D(G(z)): 0.0021 / 0.0019 [1799/10000][0/13] Loss_D: 0.0049 Loss_G: 7.5870 D(x): 0.9962 D(G(z)): 0.0011 / 0.0008 [1800/10000][0/13] Loss_D: 1.4880 Loss_G: 7.4496 D(x): 0.9673 D(G(z)): 0.0021 / 0.0010 [1801/10000][0/13] Loss_D: 0.0049 Loss_G: 6.5341 D(x): 0.9980 D(G(z)): 0.0029 / 0.0020 [1802/10000][0/13] Loss_D: 0.6185 Loss_G: 7.3594 D(x): 0.8327 D(G(z)): 0.0053 / 0.0390 [1803/10000][0/13] Loss_D: 0.0017 Loss_G: 7.6267 D(x): 0.9997 D(G(z)): 0.0013 / 0.0009 [1804/10000][0/13] Loss_D: 0.0059 Loss_G: 6.0229 D(x): 1.0000 D(G(z)): 0.0058 / 0.0032 [1805/10000][0/13] Loss_D: 0.3638 Loss_G: 11.1472 D(x): 0.9662 D(G(z)): 0.0005 / 0.0004 [1806/10000][0/13] Loss_D: 0.0111 Loss_G: 7.3762 D(x): 0.9936 D(G(z)): 0.0040 / 0.0019 [1807/10000][0/13] Loss_D: 0.0281 Loss_G: 7.1293 D(x): 0.9995 D(G(z)): 0.0260 / 0.0018 [1808/10000][0/13] Loss_D: 1.3696 Loss_G: 6.6510 D(x): 0.9669 D(G(z)): 0.0032 / 0.0023 [1809/10000][0/13] Loss_D: 0.2167 Loss_G: 11.6837 D(x): 0.9989 D(G(z)): 0.0871 / 0.0003 [1810/10000][0/13] Loss_D: 0.0037 Loss_G: 14.6818 D(x): 0.9996 D(G(z)): 0.0033 / 0.0015 [1811/10000][0/13] Loss_D: 0.0036 Loss_G: 9.5240 D(x): 0.9988 D(G(z)): 0.0024 / 0.0011 [1812/10000][0/13] Loss_D: 0.0026 Loss_G: 6.8984 D(x): 0.9999 D(G(z)): 0.0026 / 0.0017 [1813/10000][0/13] Loss_D: 0.0049 Loss_G: 6.5191 D(x): 0.9988 D(G(z)): 0.0037 / 0.0027 [1814/10000][0/13] Loss_D: 0.0056 Loss_G: 6.0879 D(x): 1.0000 D(G(z)): 0.0056 / 0.0034 [1815/10000][0/13] Loss_D: 0.0050 Loss_G: 7.3951 D(x): 0.9996 D(G(z)): 0.0046 / 0.0029 [1816/10000][0/13] Loss_D: 0.0137 Loss_G: 6.5037 D(x): 0.9909 D(G(z)): 0.0041 / 0.0027 [1817/10000][0/13] Loss_D: 0.0068 Loss_G: 8.4060 D(x): 0.9953 D(G(z)): 0.0019 / 0.0012 [1818/10000][0/13] Loss_D: 0.0166 Loss_G: 5.5485 D(x): 0.9999 D(G(z)): 0.0162 / 0.0062 [1819/10000][0/13] Loss_D: 0.0262 Loss_G: 26.6787 D(x): 0.9984 D(G(z)): 0.0231 / 0.0395 [1820/10000][0/13] Loss_D: 0.0366 Loss_G: 14.0008 D(x): 1.0000 D(G(z)): 0.0346 / 0.0035 [1821/10000][0/13] Loss_D: 0.0128 Loss_G: 12.4283 D(x): 0.9979 D(G(z)): 0.0106 / 0.0064 [1822/10000][0/13] Loss_D: 1.2886 Loss_G: 13.7226 D(x): 0.9668 D(G(z)): 0.0222 / 0.0025 [1823/10000][0/13] Loss_D: 0.0046 Loss_G: 6.9970 D(x): 0.9973 D(G(z)): 0.0019 / 0.0021 [1824/10000][0/13] Loss_D: 0.0048 Loss_G: 6.6886 D(x): 0.9992 D(G(z)): 0.0040 / 0.0021 [1825/10000][0/13] Loss_D: 0.3503 Loss_G: 11.0222 D(x): 1.0000 D(G(z)): 0.1685 / 0.0041 [1826/10000][0/13] Loss_D: 0.0386 Loss_G: 13.3684 D(x): 0.9997 D(G(z)): 0.0358 / 0.0006 [1827/10000][0/13] Loss_D: 1.1760 Loss_G: 8.2831 D(x): 0.9537 D(G(z)): 0.0061 / 0.0013 [1828/10000][0/13] Loss_D: 0.0034 Loss_G: 7.4207 D(x): 0.9990 D(G(z)): 0.0024 / 0.0014 [1829/10000][0/13] Loss_D: 0.0122 Loss_G: 6.1859 D(x): 0.9925 D(G(z)): 0.0043 / 0.0038 [1830/10000][0/13] Loss_D: 0.0031 Loss_G: 10.4710 D(x): 0.9986 D(G(z)): 0.0017 / 0.0007 [1831/10000][0/13] Loss_D: 0.0049 Loss_G: 6.8321 D(x): 0.9997 D(G(z)): 0.0045 / 0.0023 [1832/10000][0/13] Loss_D: 0.0260 Loss_G: 6.6435 D(x): 1.0000 D(G(z)): 0.0243 / 0.0021 [1833/10000][0/13] Loss_D: 0.0066 Loss_G: 6.7918 D(x): 0.9957 D(G(z)): 0.0022 / 0.0018 [1834/10000][0/13] Loss_D: 0.0007 Loss_G: 9.4857 D(x): 0.9996 D(G(z)): 0.0004 / 0.0003 [1835/10000][0/13] Loss_D: 0.0091 Loss_G: 7.0104 D(x): 0.9926 D(G(z)): 0.0017 / 0.0017 [1836/10000][0/13] Loss_D: 0.0054 Loss_G: 6.4768 D(x): 0.9998 D(G(z)): 0.0052 / 0.0026 [1837/10000][0/13] Loss_D: 0.0076 Loss_G: 7.0068 D(x): 0.9940 D(G(z)): 0.0016 / 0.0016 [1838/10000][0/13] Loss_D: 0.0086 Loss_G: 7.0184 D(x): 0.9999 D(G(z)): 0.0082 / 0.0016 [1839/10000][0/13] Loss_D: 0.0698 Loss_G: 8.5712 D(x): 0.9695 D(G(z)): 0.0013 / 0.0012 [1840/10000][0/13] Loss_D: 0.0047 Loss_G: 6.5616 D(x): 0.9998 D(G(z)): 0.0045 / 0.0023 [1841/10000][0/13] Loss_D: 0.0135 Loss_G: 7.1450 D(x): 0.9883 D(G(z)): 0.0013 / 0.0018 [1842/10000][0/13] Loss_D: 0.0255 Loss_G: 6.0781 D(x): 0.9795 D(G(z)): 0.0038 / 0.0045 [1843/10000][0/13] Loss_D: 0.0130 Loss_G: 5.8289 D(x): 0.9996 D(G(z)): 0.0124 / 0.0046 [1844/10000][0/13] Loss_D: 0.0016 Loss_G: 12.6635 D(x): 0.9993 D(G(z)): 0.0010 / 0.0038 [1845/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1602 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [1846/10000][0/13] Loss_D: 0.0119 Loss_G: 5.8185 D(x): 0.9949 D(G(z)): 0.0063 / 0.0064 [1847/10000][0/13] Loss_D: 0.0697 Loss_G: 6.4000 D(x): 0.9687 D(G(z)): 0.0022 / 0.0040 [1848/10000][0/13] Loss_D: 0.0025 Loss_G: 7.1805 D(x): 0.9982 D(G(z)): 0.0007 / 0.0206 [1849/10000][0/13] Loss_D: 0.0021 Loss_G: 7.3927 D(x): 0.9997 D(G(z)): 0.0018 / 0.0011 [1850/10000][0/13] Loss_D: 0.0015 Loss_G: 10.8887 D(x): 0.9988 D(G(z)): 0.0003 / 0.0001 [1851/10000][0/13] Loss_D: 0.0502 Loss_G: 10.0359 D(x): 0.9999 D(G(z)): 0.0352 / 0.0009 [1852/10000][0/13] Loss_D: 0.0015 Loss_G: 8.3782 D(x): 0.9994 D(G(z)): 0.0009 / 0.0008 [1853/10000][0/13] Loss_D: 0.1260 Loss_G: 11.8167 D(x): 0.9676 D(G(z)): 0.0005 / 0.0008 [1854/10000][0/13] Loss_D: 0.0052 Loss_G: 7.7444 D(x): 0.9998 D(G(z)): 0.0049 / 0.0027 [1855/10000][0/13] Loss_D: 0.0051 Loss_G: 6.2405 D(x): 1.0000 D(G(z)): 0.0050 / 0.0030 [1856/10000][0/13] Loss_D: 0.0161 Loss_G: 6.8158 D(x): 0.9855 D(G(z)): 0.0013 / 0.0023 [1857/10000][0/13] Loss_D: 0.0412 Loss_G: 5.0321 D(x): 0.9998 D(G(z)): 0.0389 / 0.0098 [1858/10000][0/13] Loss_D: 0.0041 Loss_G: 6.4494 D(x): 0.9997 D(G(z)): 0.0038 / 0.0027 [1859/10000][0/13] Loss_D: 0.0287 Loss_G: 6.7715 D(x): 0.9736 D(G(z)): 0.0009 / 0.0019 [1860/10000][0/13] Loss_D: 0.0042 Loss_G: 6.4388 D(x): 0.9988 D(G(z)): 0.0030 / 0.0020 [1861/10000][0/13] Loss_D: 0.0037 Loss_G: 6.7930 D(x): 0.9998 D(G(z)): 0.0035 / 0.0019 [1862/10000][0/13] Loss_D: 0.0014 Loss_G: 8.2813 D(x): 0.9992 D(G(z)): 0.0006 / 0.0005 [1863/10000][0/13] Loss_D: 0.0028 Loss_G: 6.4823 D(x): 0.9999 D(G(z)): 0.0026 / 0.0025 [1864/10000][0/13] Loss_D: 0.0056 Loss_G: 7.6225 D(x): 0.9999 D(G(z)): 0.0054 / 0.0011 [1865/10000][0/13] Loss_D: 0.2399 Loss_G: 23.4924 D(x): 0.9975 D(G(z)): 0.1430 / 0.0003 [1866/10000][0/13] Loss_D: 0.0296 Loss_G: 15.9770 D(x): 0.9989 D(G(z)): 0.0254 / 0.0008 [1867/10000][0/13] Loss_D: 0.0012 Loss_G: 16.5334 D(x): 0.9989 D(G(z)): 0.0001 / 0.0001 [1868/10000][0/13] Loss_D: 0.0151 Loss_G: 17.6243 D(x): 0.9998 D(G(z)): 0.0140 / 0.0052 [1869/10000][0/13] Loss_D: 0.0032 Loss_G: 9.6317 D(x): 1.0000 D(G(z)): 0.0032 / 0.0015 [1870/10000][0/13] Loss_D: 0.0091 Loss_G: 7.5022 D(x): 0.9923 D(G(z)): 0.0012 / 0.0012 [1871/10000][0/13] Loss_D: 0.0118 Loss_G: 7.8825 D(x): 0.9897 D(G(z)): 0.0012 / 0.0028 [1872/10000][0/13] Loss_D: 0.0094 Loss_G: 10.2618 D(x): 0.9945 D(G(z)): 0.0037 / 0.0017 [1873/10000][0/13] Loss_D: 0.3689 Loss_G: 25.2548 D(x): 0.9952 D(G(z)): 0.2488 / 0.0000 [1874/10000][0/13] Loss_D: 0.1326 Loss_G: 17.0716 D(x): 1.0000 D(G(z)): 0.0717 / 0.0001 [1875/10000][0/13] Loss_D: 0.0107 Loss_G: 7.2462 D(x): 0.9978 D(G(z)): 0.0085 / 0.0032 [1876/10000][0/13] Loss_D: 0.0054 Loss_G: 6.8612 D(x): 0.9988 D(G(z)): 0.0042 / 0.0015 [1877/10000][0/13] Loss_D: 0.0075 Loss_G: 7.1750 D(x): 0.9942 D(G(z)): 0.0015 / 0.0014 [1878/10000][0/13] Loss_D: 0.0020 Loss_G: 9.1026 D(x): 0.9999 D(G(z)): 0.0019 / 0.0006 [1879/10000][0/13] Loss_D: 0.0035 Loss_G: 7.0250 D(x): 0.9995 D(G(z)): 0.0030 / 0.0021 [1880/10000][0/13] Loss_D: 0.0045 Loss_G: 6.5879 D(x): 0.9985 D(G(z)): 0.0029 / 0.0023 [1881/10000][0/13] Loss_D: 0.3272 Loss_G: 11.5169 D(x): 0.8092 D(G(z)): 0.0039 / 0.1787 [1882/10000][0/13] Loss_D: 0.0387 Loss_G: 17.5250 D(x): 1.0000 D(G(z)): 0.0372 / 0.0007 [1883/10000][0/13] Loss_D: 0.0019 Loss_G: 17.2725 D(x): 0.9999 D(G(z)): 0.0018 / 0.0010 [1884/10000][0/13] Loss_D: 0.0007 Loss_G: 16.4777 D(x): 0.9995 D(G(z)): 0.0001 / 0.0000 [1885/10000][0/13] Loss_D: 0.0028 Loss_G: 6.9520 D(x): 0.9999 D(G(z)): 0.0027 / 0.0014 [1886/10000][0/13] Loss_D: 0.0173 Loss_G: 6.3167 D(x): 1.0000 D(G(z)): 0.0169 / 0.0026 [1887/10000][0/13] Loss_D: 0.0683 Loss_G: 16.3832 D(x): 0.9463 D(G(z)): 0.0082 / 0.0172 [1888/10000][0/13] Loss_D: 0.0015 Loss_G: 10.9719 D(x): 0.9998 D(G(z)): 0.0013 / 0.0010 [1889/10000][0/13] Loss_D: 0.0379 Loss_G: 7.5170 D(x): 0.9754 D(G(z)): 0.0028 / 0.0068 [1890/10000][0/13] Loss_D: 0.0049 Loss_G: 6.9787 D(x): 0.9986 D(G(z)): 0.0035 / 0.0015 [1891/10000][0/13] Loss_D: 0.0016 Loss_G: 7.5705 D(x): 0.9998 D(G(z)): 0.0014 / 0.0008 [1892/10000][0/13] Loss_D: 0.0096 Loss_G: 6.5258 D(x): 0.9949 D(G(z)): 0.0044 / 0.0021 [1893/10000][0/13] Loss_D: 0.0102 Loss_G: 7.9171 D(x): 0.9976 D(G(z)): 0.0078 / 0.0019 [1894/10000][0/13] Loss_D: 0.0038 Loss_G: 7.1403 D(x): 0.9985 D(G(z)): 0.0023 / 0.0014 [1895/10000][0/13] Loss_D: 0.0033 Loss_G: 7.7338 D(x): 0.9983 D(G(z)): 0.0016 / 0.0011 [1896/10000][0/13] Loss_D: 0.3310 Loss_G: 14.8780 D(x): 0.9576 D(G(z)): 0.0012 / 0.0007 [1897/10000][0/13] Loss_D: 0.2523 Loss_G: 36.5505 D(x): 0.9543 D(G(z)): 0.0001 / 0.0000 [1898/10000][0/13] Loss_D: 0.0064 Loss_G: 15.0431 D(x): 1.0000 D(G(z)): 0.0063 / 0.0022 [1899/10000][0/13] Loss_D: 0.0071 Loss_G: 7.4760 D(x): 1.0000 D(G(z)): 0.0071 / 0.0024 [1900/10000][0/13] Loss_D: 0.0082 Loss_G: 6.7330 D(x): 0.9989 D(G(z)): 0.0070 / 0.0020 [1901/10000][0/13] Loss_D: 0.0584 Loss_G: 9.7253 D(x): 0.9985 D(G(z)): 0.0541 / 0.0043 [1902/10000][0/13] Loss_D: 0.0101 Loss_G: 8.2734 D(x): 0.9911 D(G(z)): 0.0010 / 0.0007 [1903/10000][0/13] Loss_D: 0.0314 Loss_G: 15.6864 D(x): 0.9804 D(G(z)): 0.0019 / 0.0012 [1904/10000][0/13] Loss_D: 0.1865 Loss_G: 14.0921 D(x): 0.9670 D(G(z)): 0.0169 / 0.0024 [1905/10000][0/13] Loss_D: 0.0080 Loss_G: 8.4384 D(x): 0.9993 D(G(z)): 0.0071 / 0.0005 [1906/10000][0/13] Loss_D: 0.0040 Loss_G: 10.7389 D(x): 0.9980 D(G(z)): 0.0020 / 0.0009 [1907/10000][0/13] Loss_D: 0.0037 Loss_G: 8.3813 D(x): 0.9984 D(G(z)): 0.0021 / 0.0013 [1908/10000][0/13] Loss_D: 0.0489 Loss_G: 7.7391 D(x): 0.9995 D(G(z)): 0.0409 / 0.0009 [1909/10000][0/13] Loss_D: 0.0022 Loss_G: 14.5171 D(x): 0.9999 D(G(z)): 0.0021 / 0.0019 [1910/10000][0/13] Loss_D: 1.6733 Loss_G: 28.7991 D(x): 1.0000 D(G(z)): 0.2619 / 0.0000 [1911/10000][0/13] Loss_D: 0.0011 Loss_G: 26.8339 D(x): 0.9997 D(G(z)): 0.0008 / 0.0007 [1912/10000][0/13] Loss_D: 0.0077 Loss_G: 17.6626 D(x): 0.9950 D(G(z)): 0.0024 / 0.0015 [1913/10000][0/13] Loss_D: 1.3019 Loss_G: 24.2389 D(x): 0.7841 D(G(z)): 0.0001 / 0.0449 [1914/10000][0/13] Loss_D: 0.0054 Loss_G: 8.9252 D(x): 1.0000 D(G(z)): 0.0054 / 0.0025 [1915/10000][0/13] Loss_D: 0.0142 Loss_G: 7.4793 D(x): 0.9885 D(G(z)): 0.0017 / 0.0008 [1916/10000][0/13] Loss_D: 0.0044 Loss_G: 6.8301 D(x): 0.9998 D(G(z)): 0.0042 / 0.0016 [1917/10000][0/13] Loss_D: 0.0125 Loss_G: 6.1560 D(x): 0.9962 D(G(z)): 0.0085 / 0.0030 [1918/10000][0/13] Loss_D: 0.0157 Loss_G: 5.9714 D(x): 0.9893 D(G(z)): 0.0048 / 0.0039 [1919/10000][0/13] Loss_D: 0.0657 Loss_G: 7.1833 D(x): 0.9995 D(G(z)): 0.0611 / 0.0012 [1920/10000][0/13] Loss_D: 0.0477 Loss_G: 7.4917 D(x): 0.9733 D(G(z)): 0.0018 / 0.0023 [1921/10000][0/13] Loss_D: 0.0065 Loss_G: 6.2316 D(x): 0.9997 D(G(z)): 0.0061 / 0.0029 [1922/10000][0/13] Loss_D: 0.7583 Loss_G: 18.2065 D(x): 0.7689 D(G(z)): 0.0409 / 0.3012 [1923/10000][0/13] Loss_D: 0.0166 Loss_G: 21.4418 D(x): 0.9991 D(G(z)): 0.0146 / 0.0004 [1924/10000][0/13] Loss_D: 0.0156 Loss_G: 9.5085 D(x): 0.9997 D(G(z)): 0.0151 / 0.0011 [1925/10000][0/13] Loss_D: 0.5323 Loss_G: 27.3328 D(x): 1.0000 D(G(z)): 0.2675 / 0.0000 [1926/10000][0/13] Loss_D: 0.0664 Loss_G: 27.8734 D(x): 0.9726 D(G(z)): 0.0015 / 0.0015 [1927/10000][0/13] Loss_D: 0.0042 Loss_G: 10.6411 D(x): 0.9983 D(G(z)): 0.0024 / 0.0011 [1928/10000][0/13] Loss_D: 0.0087 Loss_G: 6.9248 D(x): 0.9951 D(G(z)): 0.0034 / 0.0020 [1929/10000][0/13] Loss_D: 0.0089 Loss_G: 6.5482 D(x): 0.9969 D(G(z)): 0.0057 / 0.0021 [1930/10000][0/13] Loss_D: 0.0125 Loss_G: 6.6482 D(x): 0.9911 D(G(z)): 0.0030 / 0.0025 [1931/10000][0/13] Loss_D: 0.0182 Loss_G: 5.7203 D(x): 0.9999 D(G(z)): 0.0179 / 0.0041 [1932/10000][0/13] Loss_D: 0.0153 Loss_G: 7.4937 D(x): 0.9993 D(G(z)): 0.0143 / 0.0014 [1933/10000][0/13] Loss_D: 0.0062 Loss_G: 8.8453 D(x): 0.9975 D(G(z)): 0.0037 / 0.0023 [1934/10000][0/13] Loss_D: 0.0135 Loss_G: 6.0847 D(x): 0.9996 D(G(z)): 0.0128 / 0.0041 [1935/10000][0/13] Loss_D: 0.0029 Loss_G: 8.6340 D(x): 0.9992 D(G(z)): 0.0021 / 0.0016 [1936/10000][0/13] Loss_D: 0.0090 Loss_G: 7.1349 D(x): 0.9959 D(G(z)): 0.0048 / 0.0029 [1937/10000][0/13] Loss_D: 0.0097 Loss_G: 6.2865 D(x): 0.9997 D(G(z)): 0.0093 / 0.0055 [1938/10000][0/13] Loss_D: 0.0937 Loss_G: 21.3237 D(x): 0.9988 D(G(z)): 0.0663 / 0.0002 [1939/10000][0/13] Loss_D: 0.0109 Loss_G: 11.8222 D(x): 0.9991 D(G(z)): 0.0098 / 0.0017 [1940/10000][0/13] Loss_D: 0.0100 Loss_G: 6.5276 D(x): 0.9990 D(G(z)): 0.0090 / 0.0028 [1941/10000][0/13] Loss_D: 0.0035 Loss_G: 8.3285 D(x): 0.9986 D(G(z)): 0.0021 / 0.0013 [1942/10000][0/13] Loss_D: 0.5872 Loss_G: 15.2246 D(x): 0.9993 D(G(z)): 0.1772 / 0.0002 [1943/10000][0/13] Loss_D: 0.0121 Loss_G: 20.0403 D(x): 0.9985 D(G(z)): 0.0104 / 0.0024 [1944/10000][0/13] Loss_D: 0.0015 Loss_G: 15.4569 D(x): 0.9999 D(G(z)): 0.0015 / 0.0005 [1945/10000][0/13] Loss_D: 0.0036 Loss_G: 10.4504 D(x): 0.9991 D(G(z)): 0.0027 / 0.0012 [1946/10000][0/13] Loss_D: 0.0067 Loss_G: 7.8365 D(x): 0.9967 D(G(z)): 0.0033 / 0.0027 [1947/10000][0/13] Loss_D: 0.0012 Loss_G: 10.3436 D(x): 0.9999 D(G(z)): 0.0010 / 0.0002 [1948/10000][0/13] Loss_D: 0.0091 Loss_G: 7.9318 D(x): 0.9942 D(G(z)): 0.0032 / 0.0025 [1949/10000][0/13] Loss_D: 0.0019 Loss_G: 7.3097 D(x): 0.9998 D(G(z)): 0.0017 / 0.0013 [1950/10000][0/13] Loss_D: 0.0305 Loss_G: 12.6559 D(x): 0.9714 D(G(z)): 0.0001 / 0.0002 [1951/10000][0/13] Loss_D: 0.0021 Loss_G: 7.5195 D(x): 0.9996 D(G(z)): 0.0017 / 0.0013 [1952/10000][0/13] Loss_D: 0.0390 Loss_G: 6.9425 D(x): 0.9992 D(G(z)): 0.0348 / 0.0015 [1953/10000][0/13] Loss_D: 0.0059 Loss_G: 6.6678 D(x): 0.9971 D(G(z)): 0.0030 / 0.0031 [1954/10000][0/13] Loss_D: 0.2584 Loss_G: 31.2302 D(x): 0.9940 D(G(z)): 0.1357 / 0.0003 [1955/10000][0/13] Loss_D: 0.0048 Loss_G: 25.6465 D(x): 0.9978 D(G(z)): 0.0026 / 0.0027 [1956/10000][0/13] Loss_D: 0.0070 Loss_G: 20.2984 D(x): 0.9996 D(G(z)): 0.0065 / 0.0025 [1957/10000][0/13] Loss_D: 0.0099 Loss_G: 11.8351 D(x): 0.9985 D(G(z)): 0.0083 / 0.0024 [1958/10000][0/13] Loss_D: 0.0058 Loss_G: 7.2300 D(x): 0.9967 D(G(z)): 0.0024 / 0.0017 [1959/10000][0/13] Loss_D: 0.0006 Loss_G: 30.5122 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [1960/10000][0/13] Loss_D: 0.0500 Loss_G: 27.9387 D(x): 0.9997 D(G(z)): 0.0443 / 0.0004 [1961/10000][0/13] Loss_D: 0.0024 Loss_G: 11.4715 D(x): 0.9996 D(G(z)): 0.0020 / 0.0009 [1962/10000][0/13] Loss_D: 1.3250 Loss_G: 6.5302 D(x): 0.9663 D(G(z)): 0.0040 / 0.0020 [1963/10000][0/13] Loss_D: 0.0029 Loss_G: 6.3903 D(x): 0.9999 D(G(z)): 0.0028 / 0.0027 [1964/10000][0/13] Loss_D: 0.0063 Loss_G: 7.4233 D(x): 0.9954 D(G(z)): 0.0015 / 0.0013 [1965/10000][0/13] Loss_D: 0.0024 Loss_G: 7.4964 D(x): 0.9995 D(G(z)): 0.0020 / 0.0010 [1966/10000][0/13] Loss_D: 0.1039 Loss_G: 12.7444 D(x): 0.9933 D(G(z)): 0.0781 / 0.0001 [1967/10000][0/13] Loss_D: 0.0043 Loss_G: 7.6161 D(x): 1.0000 D(G(z)): 0.0042 / 0.0015 [1968/10000][0/13] Loss_D: 0.0017 Loss_G: 8.0650 D(x): 0.9990 D(G(z)): 0.0007 / 0.0006 [1969/10000][0/13] Loss_D: 0.0152 Loss_G: 12.2734 D(x): 0.9861 D(G(z)): 0.0009 / 0.0017 [1970/10000][0/13] Loss_D: 0.0023 Loss_G: 13.1177 D(x): 0.9999 D(G(z)): 0.0022 / 0.0005 [1971/10000][0/13] Loss_D: 0.0039 Loss_G: 7.9128 D(x): 0.9990 D(G(z)): 0.0029 / 0.0013 [1972/10000][0/13] Loss_D: 0.0074 Loss_G: 6.2871 D(x): 0.9981 D(G(z)): 0.0054 / 0.0027 [1973/10000][0/13] Loss_D: 1.2342 Loss_G: 8.4332 D(x): 0.9685 D(G(z)): 0.0295 / 0.0007 [1974/10000][0/13] Loss_D: 0.0061 Loss_G: 6.2872 D(x): 0.9999 D(G(z)): 0.0060 / 0.0021 [1975/10000][0/13] Loss_D: 1.3754 Loss_G: 5.8229 D(x): 0.9664 D(G(z)): 0.0079 / 0.0037 [1976/10000][0/13] Loss_D: 2.5112 Loss_G: 6.8916 D(x): 0.9365 D(G(z)): 0.0026 / 0.0019 [1977/10000][0/13] Loss_D: 0.0024 Loss_G: 7.0154 D(x): 0.9997 D(G(z)): 0.0021 / 0.0017 [1978/10000][0/13] Loss_D: 0.1341 Loss_G: 13.0398 D(x): 0.9665 D(G(z)): 0.0006 / 0.0003 [1979/10000][0/13] Loss_D: 0.0070 Loss_G: 6.8495 D(x): 0.9996 D(G(z)): 0.0065 / 0.0018 [1980/10000][0/13] Loss_D: 0.0046 Loss_G: 9.1653 D(x): 0.9959 D(G(z)): 0.0005 / 0.0003 [1981/10000][0/13] Loss_D: 2.3774 Loss_G: 25.4786 D(x): 0.7810 D(G(z)): 0.0125 / 0.0064 [1982/10000][0/13] Loss_D: 0.0206 Loss_G: 24.0403 D(x): 0.9946 D(G(z)): 0.0132 / 0.0003 [1983/10000][0/13] Loss_D: 0.0760 Loss_G: 15.2584 D(x): 0.9994 D(G(z)): 0.0597 / 0.0012 [1984/10000][0/13] Loss_D: 0.0018 Loss_G: 9.0900 D(x): 0.9999 D(G(z)): 0.0018 / 0.0013 [1985/10000][0/13] Loss_D: 0.0124 Loss_G: 6.3011 D(x): 0.9993 D(G(z)): 0.0115 / 0.0034 [1986/10000][0/13] Loss_D: 0.0163 Loss_G: 6.1976 D(x): 0.9998 D(G(z)): 0.0158 / 0.0035 [1987/10000][0/13] Loss_D: 0.0107 Loss_G: 6.2342 D(x): 0.9966 D(G(z)): 0.0072 / 0.0029 [1988/10000][0/13] Loss_D: 0.0034 Loss_G: 7.1422 D(x): 0.9987 D(G(z)): 0.0020 / 0.0015 [1989/10000][0/13] Loss_D: 0.0047 Loss_G: 8.5703 D(x): 0.9994 D(G(z)): 0.0041 / 0.0004 [1990/10000][0/13] Loss_D: 0.0076 Loss_G: 7.4470 D(x): 0.9937 D(G(z)): 0.0012 / 0.0011 [1991/10000][0/13] Loss_D: 0.0035 Loss_G: 7.6922 D(x): 0.9984 D(G(z)): 0.0018 / 0.0011 [1992/10000][0/13] Loss_D: 1.2551 Loss_G: 18.4098 D(x): 1.0000 D(G(z)): 0.2486 / 0.0006 [1993/10000][0/13] Loss_D: 0.0049 Loss_G: 10.2248 D(x): 0.9988 D(G(z)): 0.0037 / 0.0020 [1994/10000][0/13] Loss_D: 0.0184 Loss_G: 11.1199 D(x): 0.9856 D(G(z)): 0.0020 / 0.0020 [1995/10000][0/13] Loss_D: 0.0091 Loss_G: 9.4981 D(x): 0.9919 D(G(z)): 0.0008 / 0.0008 [1996/10000][0/13] Loss_D: 0.0518 Loss_G: 6.5154 D(x): 0.9896 D(G(z)): 0.0388 / 0.0031 [1997/10000][0/13] Loss_D: 0.0029 Loss_G: 6.6384 D(x): 1.0000 D(G(z)): 0.0029 / 0.0017 [1998/10000][0/13] Loss_D: 0.0021 Loss_G: 7.1992 D(x): 0.9995 D(G(z)): 0.0016 / 0.0014 [1999/10000][0/13] Loss_D: 1.0241 Loss_G: 18.2016 D(x): 0.8665 D(G(z)): 0.0008 / 0.0094 [2000/10000][0/13] Loss_D: 0.0056 Loss_G: 7.0049 D(x): 1.0000 D(G(z)): 0.0055 / 0.0027 [2001/10000][0/13] Loss_D: 0.3286 Loss_G: 13.7642 D(x): 0.8829 D(G(z)): 0.0019 / 0.0390 [2002/10000][0/13] Loss_D: 0.0054 Loss_G: 14.4489 D(x): 0.9985 D(G(z)): 0.0038 / 0.0020 [2003/10000][0/13] Loss_D: 0.0491 Loss_G: 19.4521 D(x): 0.9625 D(G(z)): 0.0040 / 0.0040 [2004/10000][0/13] Loss_D: 0.0097 Loss_G: 14.7572 D(x): 0.9998 D(G(z)): 0.0094 / 0.0036 [2005/10000][0/13] Loss_D: 0.0047 Loss_G: 9.7072 D(x): 0.9989 D(G(z)): 0.0035 / 0.0021 [2006/10000][0/13] Loss_D: 0.0074 Loss_G: 6.3832 D(x): 0.9988 D(G(z)): 0.0062 / 0.0021 [2007/10000][0/13] Loss_D: 0.0059 Loss_G: 6.4375 D(x): 0.9990 D(G(z)): 0.0049 / 0.0030 [2008/10000][0/13] Loss_D: 0.0291 Loss_G: 6.5724 D(x): 0.9820 D(G(z)): 0.0102 / 0.0061 [2009/10000][0/13] Loss_D: 0.0236 Loss_G: 5.8045 D(x): 0.9853 D(G(z)): 0.0078 / 0.0056 [2010/10000][0/13] Loss_D: 0.0048 Loss_G: 7.8605 D(x): 0.9995 D(G(z)): 0.0043 / 0.0015 [2011/10000][0/13] Loss_D: 0.0111 Loss_G: 6.4254 D(x): 0.9931 D(G(z)): 0.0038 / 0.0019 [2012/10000][0/13] Loss_D: 0.0069 Loss_G: 34.9732 D(x): 0.9937 D(G(z)): 0.0000 / 0.0000 [2013/10000][0/13] Loss_D: 1.3994 Loss_G: 21.9633 D(x): 0.9603 D(G(z)): 0.0040 / 0.0007 [2014/10000][0/13] Loss_D: 0.0325 Loss_G: 11.8180 D(x): 1.0000 D(G(z)): 0.0305 / 0.0011 [2015/10000][0/13] Loss_D: 0.0250 Loss_G: 6.1007 D(x): 0.9963 D(G(z)): 0.0210 / 0.0027 [2016/10000][0/13] Loss_D: 0.0151 Loss_G: 6.8796 D(x): 1.0000 D(G(z)): 0.0147 / 0.0018 [2017/10000][0/13] Loss_D: 0.0198 Loss_G: 14.2338 D(x): 0.9990 D(G(z)): 0.0182 / 0.0016 [2018/10000][0/13] Loss_D: 0.0037 Loss_G: 16.4093 D(x): 0.9972 D(G(z)): 0.0009 / 0.0005 [2019/10000][0/13] Loss_D: 0.0474 Loss_G: 15.3610 D(x): 0.9996 D(G(z)): 0.0429 / 0.0006 [2020/10000][0/13] Loss_D: 0.0095 Loss_G: 7.8235 D(x): 0.9999 D(G(z)): 0.0093 / 0.0033 [2021/10000][0/13] Loss_D: 0.0079 Loss_G: 6.8805 D(x): 0.9966 D(G(z)): 0.0045 / 0.0016 [2022/10000][0/13] Loss_D: 0.0024 Loss_G: 14.7150 D(x): 0.9979 D(G(z)): 0.0002 / 0.0002 [2023/10000][0/13] Loss_D: 0.0052 Loss_G: 6.9819 D(x): 0.9968 D(G(z)): 0.0019 / 0.0015 [2024/10000][0/13] Loss_D: 0.0146 Loss_G: 7.1608 D(x): 0.9875 D(G(z)): 0.0016 / 0.0016 [2025/10000][0/13] Loss_D: 0.0586 Loss_G: 5.8159 D(x): 0.9544 D(G(z)): 0.0026 / 0.0355 [2026/10000][0/13] Loss_D: 0.0017 Loss_G: 7.3562 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [2027/10000][0/13] Loss_D: 0.0007 Loss_G: 9.2829 D(x): 0.9998 D(G(z)): 0.0005 / 0.0003 [2028/10000][0/13] Loss_D: 0.0112 Loss_G: 6.3553 D(x): 0.9988 D(G(z)): 0.0098 / 0.0031 [2029/10000][0/13] Loss_D: 0.0192 Loss_G: 6.3679 D(x): 0.9994 D(G(z)): 0.0179 / 0.0031 [2030/10000][0/13] Loss_D: 0.0041 Loss_G: 8.5993 D(x): 0.9963 D(G(z)): 0.0004 / 0.0004 [2031/10000][0/13] Loss_D: 1.8134 Loss_G: 16.1930 D(x): 0.7603 D(G(z)): 0.0003 / 0.0079 [2032/10000][0/13] Loss_D: 0.0231 Loss_G: 14.2241 D(x): 0.9999 D(G(z)): 0.0201 / 0.0066 [2033/10000][0/13] Loss_D: 0.0049 Loss_G: 9.5679 D(x): 0.9999 D(G(z)): 0.0047 / 0.0029 [2034/10000][0/13] Loss_D: 0.0429 Loss_G: 7.9068 D(x): 1.0000 D(G(z)): 0.0355 / 0.0115 [2035/10000][0/13] Loss_D: 0.7864 Loss_G: 15.7552 D(x): 0.9999 D(G(z)): 0.2051 / 0.0004 [2036/10000][0/13] Loss_D: 0.0103 Loss_G: 6.4082 D(x): 0.9991 D(G(z)): 0.0092 / 0.0029 [2037/10000][0/13] Loss_D: 0.0243 Loss_G: 6.3247 D(x): 0.9890 D(G(z)): 0.0112 / 0.0053 [2038/10000][0/13] Loss_D: 0.0062 Loss_G: 6.8599 D(x): 0.9980 D(G(z)): 0.0042 / 0.0037 [2039/10000][0/13] Loss_D: 0.0014 Loss_G: 10.6002 D(x): 0.9999 D(G(z)): 0.0012 / 0.0011 [2040/10000][0/13] Loss_D: 0.0420 Loss_G: 17.1446 D(x): 0.9998 D(G(z)): 0.0402 / 0.0026 [2041/10000][0/13] Loss_D: 0.0433 Loss_G: 8.3251 D(x): 0.9998 D(G(z)): 0.0375 / 0.0015 [2042/10000][0/13] Loss_D: 0.0070 Loss_G: 6.6442 D(x): 1.0000 D(G(z)): 0.0069 / 0.0027 [2043/10000][0/13] Loss_D: 0.0097 Loss_G: 6.0390 D(x): 0.9968 D(G(z)): 0.0064 / 0.0046 [2044/10000][0/13] Loss_D: 0.0062 Loss_G: 12.3498 D(x): 0.9998 D(G(z)): 0.0059 / 0.0010 [2045/10000][0/13] Loss_D: 0.0212 Loss_G: 8.6501 D(x): 0.9823 D(G(z)): 0.0020 / 0.0047 [2046/10000][0/13] Loss_D: 0.0149 Loss_G: 8.9157 D(x): 0.9861 D(G(z)): 0.0002 / 0.0004 [2047/10000][0/13] Loss_D: 0.0141 Loss_G: 7.5481 D(x): 0.9997 D(G(z)): 0.0134 / 0.0031 [2048/10000][0/13] Loss_D: 0.0115 Loss_G: 5.9837 D(x): 0.9996 D(G(z)): 0.0109 / 0.0045 [2049/10000][0/13] Loss_D: 0.0084 Loss_G: 7.6871 D(x): 0.9923 D(G(z)): 0.0006 / 0.0007 [2050/10000][0/13] Loss_D: 0.0055 Loss_G: 6.3622 D(x): 0.9992 D(G(z)): 0.0046 / 0.0032 [2051/10000][0/13] Loss_D: 0.0791 Loss_G: 11.9711 D(x): 0.9994 D(G(z)): 0.0698 / 0.0017 [2052/10000][0/13] Loss_D: 0.0025 Loss_G: 7.1495 D(x): 0.9996 D(G(z)): 0.0021 / 0.0016 [2053/10000][0/13] Loss_D: 0.0034 Loss_G: 6.9145 D(x): 0.9999 D(G(z)): 0.0032 / 0.0018 [2054/10000][0/13] Loss_D: 0.0055 Loss_G: 7.4013 D(x): 0.9956 D(G(z)): 0.0010 / 0.0016 [2055/10000][0/13] Loss_D: 0.0055 Loss_G: 6.9206 D(x): 0.9984 D(G(z)): 0.0039 / 0.0019 [2056/10000][0/13] Loss_D: 0.0043 Loss_G: 6.4393 D(x): 1.0000 D(G(z)): 0.0043 / 0.0026 [2057/10000][0/13] Loss_D: 0.0106 Loss_G: 8.2096 D(x): 0.9974 D(G(z)): 0.0078 / 0.0024 [2058/10000][0/13] Loss_D: 0.0017 Loss_G: 7.5573 D(x): 0.9999 D(G(z)): 0.0016 / 0.0012 [2059/10000][0/13] Loss_D: 0.0015 Loss_G: 9.0470 D(x): 0.9996 D(G(z)): 0.0011 / 0.0007 [2060/10000][0/13] Loss_D: 0.1643 Loss_G: 10.6126 D(x): 0.9969 D(G(z)): 0.0913 / 0.0004 [2061/10000][0/13] Loss_D: 0.0046 Loss_G: 12.1903 D(x): 0.9988 D(G(z)): 0.0034 / 0.0028 [2062/10000][0/13] Loss_D: 0.4977 Loss_G: 5.5821 D(x): 0.8799 D(G(z)): 0.0017 / 0.0116 [2063/10000][0/13] Loss_D: 0.1239 Loss_G: 8.7848 D(x): 1.0000 D(G(z)): 0.0758 / 0.0189 [2064/10000][0/13] Loss_D: 0.0032 Loss_G: 14.4548 D(x): 0.9990 D(G(z)): 0.0022 / 0.0013 [2065/10000][0/13] Loss_D: 0.0232 Loss_G: 11.5848 D(x): 0.9975 D(G(z)): 0.0197 / 0.0036 [2066/10000][0/13] Loss_D: 0.0021 Loss_G: 9.2740 D(x): 1.0000 D(G(z)): 0.0021 / 0.0022 [2067/10000][0/13] Loss_D: 0.0084 Loss_G: 5.8146 D(x): 0.9988 D(G(z)): 0.0071 / 0.0040 [2068/10000][0/13] Loss_D: 0.0089 Loss_G: 6.9457 D(x): 0.9926 D(G(z)): 0.0014 / 0.0013 [2069/10000][0/13] Loss_D: 0.0180 Loss_G: 5.9723 D(x): 0.9891 D(G(z)): 0.0066 / 0.0054 [2070/10000][0/13] Loss_D: 0.0408 Loss_G: 14.6252 D(x): 0.9636 D(G(z)): 0.0013 / 0.0013 [2071/10000][0/13] Loss_D: 0.0065 Loss_G: 15.1605 D(x): 0.9997 D(G(z)): 0.0062 / 0.0026 [2072/10000][0/13] Loss_D: 0.0001 Loss_G: 11.9567 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [2073/10000][0/13] Loss_D: 0.0075 Loss_G: 6.9050 D(x): 0.9993 D(G(z)): 0.0067 / 0.0032 [2074/10000][0/13] Loss_D: 0.0811 Loss_G: 4.4291 D(x): 0.9545 D(G(z)): 0.0070 / 0.0945 [2075/10000][0/13] Loss_D: 0.3247 Loss_G: 18.5320 D(x): 0.9684 D(G(z)): 0.0877 / 0.0021 [2076/10000][0/13] Loss_D: 0.0100 Loss_G: 11.0173 D(x): 0.9994 D(G(z)): 0.0091 / 0.0024 [2077/10000][0/13] Loss_D: 0.0018 Loss_G: 8.0115 D(x): 0.9990 D(G(z)): 0.0008 / 0.0006 [2078/10000][0/13] Loss_D: 0.0053 Loss_G: 6.7267 D(x): 0.9982 D(G(z)): 0.0034 / 0.0020 [2079/10000][0/13] Loss_D: 0.0094 Loss_G: 7.1436 D(x): 0.9998 D(G(z)): 0.0090 / 0.0030 [2080/10000][0/13] Loss_D: 0.0449 Loss_G: 7.4629 D(x): 0.9999 D(G(z)): 0.0360 / 0.0011 [2081/10000][0/13] Loss_D: 0.0022 Loss_G: 7.0447 D(x): 0.9999 D(G(z)): 0.0021 / 0.0019 [2082/10000][0/13] Loss_D: 0.0508 Loss_G: 5.2186 D(x): 0.9634 D(G(z)): 0.0019 / 0.0980 [2083/10000][0/13] Loss_D: 0.0078 Loss_G: 7.8854 D(x): 0.9944 D(G(z)): 0.0022 / 0.0016 [2084/10000][0/13] Loss_D: 0.0029 Loss_G: 9.1981 D(x): 0.9980 D(G(z)): 0.0008 / 0.0007 [2085/10000][0/13] Loss_D: 0.0042 Loss_G: 6.3527 D(x): 0.9993 D(G(z)): 0.0035 / 0.0026 [2086/10000][0/13] Loss_D: 0.0014 Loss_G: 7.4623 D(x): 1.0000 D(G(z)): 0.0013 / 0.0009 [2087/10000][0/13] Loss_D: 0.0049 Loss_G: 6.6227 D(x): 0.9982 D(G(z)): 0.0031 / 0.0023 [2088/10000][0/13] Loss_D: 0.0060 Loss_G: 6.1320 D(x): 0.9993 D(G(z)): 0.0053 / 0.0042 [2089/10000][0/13] Loss_D: 0.0032 Loss_G: 8.8600 D(x): 0.9973 D(G(z)): 0.0004 / 0.0004 [2090/10000][0/13] Loss_D: 0.0248 Loss_G: 6.4206 D(x): 0.9825 D(G(z)): 0.0020 / 0.0082 [2091/10000][0/13] Loss_D: 0.0010 Loss_G: 7.8449 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [2092/10000][0/13] Loss_D: 0.1307 Loss_G: 10.6834 D(x): 0.9995 D(G(z)): 0.0781 / 0.0023 [2093/10000][0/13] Loss_D: 0.0008 Loss_G: 10.9811 D(x): 0.9997 D(G(z)): 0.0004 / 0.0003 [2094/10000][0/13] Loss_D: 0.0013 Loss_G: 10.3131 D(x): 0.9993 D(G(z)): 0.0007 / 0.0006 [2095/10000][0/13] Loss_D: 0.0016 Loss_G: 8.6797 D(x): 0.9991 D(G(z)): 0.0007 / 0.0006 [2096/10000][0/13] Loss_D: 0.0014 Loss_G: 7.8564 D(x): 1.0000 D(G(z)): 0.0014 / 0.0009 [2097/10000][0/13] Loss_D: 0.0430 Loss_G: 5.5960 D(x): 0.9999 D(G(z)): 0.0416 / 0.0056 [2098/10000][0/13] Loss_D: 0.0037 Loss_G: 7.4788 D(x): 0.9973 D(G(z)): 0.0010 / 0.0009 [2099/10000][0/13] Loss_D: 0.0040 Loss_G: 6.4613 D(x): 0.9999 D(G(z)): 0.0039 / 0.0023 [2100/10000][0/13] Loss_D: 0.0033 Loss_G: 7.0284 D(x): 0.9997 D(G(z)): 0.0029 / 0.0016 [2101/10000][0/13] Loss_D: 0.0058 Loss_G: 6.3232 D(x): 0.9976 D(G(z)): 0.0033 / 0.0063 [2102/10000][0/13] Loss_D: 0.0010 Loss_G: 7.6562 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [2103/10000][0/13] Loss_D: 0.0057 Loss_G: 6.6271 D(x): 0.9969 D(G(z)): 0.0026 / 0.0021 [2104/10000][0/13] Loss_D: 0.1006 Loss_G: 17.3012 D(x): 0.9402 D(G(z)): 0.0000 / 0.0010 [2105/10000][0/13] Loss_D: 0.3274 Loss_G: 12.3040 D(x): 0.9683 D(G(z)): 0.0011 / 0.0015 [2106/10000][0/13] Loss_D: 0.0032 Loss_G: 11.4802 D(x): 0.9975 D(G(z)): 0.0007 / 0.0005 [2107/10000][0/13] Loss_D: 0.0185 Loss_G: 11.0854 D(x): 0.9932 D(G(z)): 0.0112 / 0.0028 [2108/10000][0/13] Loss_D: 0.0008 Loss_G: 10.6540 D(x): 0.9993 D(G(z)): 0.0001 / 0.0000 [2109/10000][0/13] Loss_D: 0.0026 Loss_G: 8.6180 D(x): 0.9999 D(G(z)): 0.0025 / 0.0015 [2110/10000][0/13] Loss_D: 0.0026 Loss_G: 7.2620 D(x): 0.9997 D(G(z)): 0.0023 / 0.0016 [2111/10000][0/13] Loss_D: 0.0697 Loss_G: 11.3219 D(x): 0.9996 D(G(z)): 0.0606 / 0.0012 [2112/10000][0/13] Loss_D: 0.0034 Loss_G: 13.8691 D(x): 0.9994 D(G(z)): 0.0027 / 0.0016 [2113/10000][0/13] Loss_D: 0.0029 Loss_G: 15.1328 D(x): 0.9987 D(G(z)): 0.0016 / 0.0011 [2114/10000][0/13] Loss_D: 0.0082 Loss_G: 20.9127 D(x): 0.9993 D(G(z)): 0.0074 / 0.0028 [2115/10000][0/13] Loss_D: 0.0198 Loss_G: 11.5506 D(x): 1.0000 D(G(z)): 0.0188 / 0.0027 [2116/10000][0/13] Loss_D: 0.0033 Loss_G: 6.9156 D(x): 0.9998 D(G(z)): 0.0031 / 0.0057 [2117/10000][0/13] Loss_D: 0.0042 Loss_G: 6.8970 D(x): 0.9999 D(G(z)): 0.0041 / 0.0017 [2118/10000][0/13] Loss_D: 0.0036 Loss_G: 6.6226 D(x): 0.9999 D(G(z)): 0.0035 / 0.0027 [2119/10000][0/13] Loss_D: 0.0028 Loss_G: 6.8682 D(x): 0.9998 D(G(z)): 0.0027 / 0.0019 [2120/10000][0/13] Loss_D: 0.0162 Loss_G: 5.7211 D(x): 0.9999 D(G(z)): 0.0157 / 0.0059 [2121/10000][0/13] Loss_D: 0.0057 Loss_G: 6.7471 D(x): 0.9970 D(G(z)): 0.0027 / 0.0019 [2122/10000][0/13] Loss_D: 0.0063 Loss_G: 6.8139 D(x): 0.9975 D(G(z)): 0.0037 / 0.0022 [2123/10000][0/13] Loss_D: 0.0043 Loss_G: 6.2449 D(x): 0.9996 D(G(z)): 0.0039 / 0.0027 [2124/10000][0/13] Loss_D: 0.0221 Loss_G: 6.4866 D(x): 0.9998 D(G(z)): 0.0214 / 0.0023 [2125/10000][0/13] Loss_D: 0.0018 Loss_G: 7.7085 D(x): 1.0000 D(G(z)): 0.0018 / 0.0013 [2126/10000][0/13] Loss_D: 0.0019 Loss_G: 9.3380 D(x): 0.9996 D(G(z)): 0.0015 / 0.0013 [2127/10000][0/13] Loss_D: 0.0044 Loss_G: 7.7572 D(x): 1.0000 D(G(z)): 0.0043 / 0.0026 [2128/10000][0/13] Loss_D: 0.0004 Loss_G: 9.2116 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [2129/10000][0/13] Loss_D: 0.0100 Loss_G: 6.4293 D(x): 0.9995 D(G(z)): 0.0092 / 0.0029 [2130/10000][0/13] Loss_D: 0.0348 Loss_G: 5.6969 D(x): 0.9993 D(G(z)): 0.0328 / 0.0045 [2131/10000][0/13] Loss_D: 0.0045 Loss_G: 6.0345 D(x): 1.0000 D(G(z)): 0.0044 / 0.0047 [2132/10000][0/13] Loss_D: 0.0041 Loss_G: 11.9173 D(x): 0.9986 D(G(z)): 0.0027 / 0.0016 [2133/10000][0/13] Loss_D: 0.0940 Loss_G: 23.5826 D(x): 0.9825 D(G(z)): 0.0570 / 0.0001 [2134/10000][0/13] Loss_D: 0.2387 Loss_G: 11.9522 D(x): 0.9680 D(G(z)): 0.0051 / 0.0016 [2135/10000][0/13] Loss_D: 0.0076 Loss_G: 6.6240 D(x): 0.9973 D(G(z)): 0.0048 / 0.0027 [2136/10000][0/13] Loss_D: 0.0057 Loss_G: 17.2976 D(x): 0.9999 D(G(z)): 0.0056 / 0.0015 [2137/10000][0/13] Loss_D: 0.0005 Loss_G: 12.9024 D(x): 0.9999 D(G(z)): 0.0004 / 0.0002 [2138/10000][0/13] Loss_D: 0.0001 Loss_G: 13.9745 D(x): 0.9999 D(G(z)): 0.0001 / 0.0000 [2139/10000][0/13] Loss_D: 0.0033 Loss_G: 16.9763 D(x): 0.9990 D(G(z)): 0.0023 / 0.0013 [2140/10000][0/13] Loss_D: 0.0007 Loss_G: 13.2844 D(x): 0.9999 D(G(z)): 0.0006 / 0.0003 [2141/10000][0/13] Loss_D: 0.0017 Loss_G: 9.3316 D(x): 0.9998 D(G(z)): 0.0015 / 0.0009 [2142/10000][0/13] Loss_D: 0.0181 Loss_G: 5.9064 D(x): 0.9923 D(G(z)): 0.0101 / 0.0040 [2143/10000][0/13] Loss_D: 0.0084 Loss_G: 7.7333 D(x): 0.9931 D(G(z)): 0.0007 / 0.0010 [2144/10000][0/13] Loss_D: 0.0041 Loss_G: 8.0250 D(x): 0.9965 D(G(z)): 0.0005 / 0.0005 [2145/10000][0/13] Loss_D: 0.0061 Loss_G: 7.7198 D(x): 0.9957 D(G(z)): 0.0016 / 0.0009 [2146/10000][0/13] Loss_D: 0.0033 Loss_G: 7.0897 D(x): 0.9986 D(G(z)): 0.0019 / 0.0015 [2147/10000][0/13] Loss_D: 0.0021 Loss_G: 7.2986 D(x): 0.9997 D(G(z)): 0.0018 / 0.0014 [2148/10000][0/13] Loss_D: 0.0012 Loss_G: 8.2962 D(x): 0.9993 D(G(z)): 0.0006 / 0.0005 [2149/10000][0/13] Loss_D: 0.0033 Loss_G: 8.3314 D(x): 0.9974 D(G(z)): 0.0007 / 0.0006 [2150/10000][0/13] Loss_D: 0.0298 Loss_G: 8.0207 D(x): 0.9973 D(G(z)): 0.0237 / 0.0013 [2151/10000][0/13] Loss_D: 0.2143 Loss_G: 18.3143 D(x): 0.8768 D(G(z)): 0.0050 / 0.0864 [2152/10000][0/13] Loss_D: 0.0124 Loss_G: 24.9935 D(x): 0.9990 D(G(z)): 0.0110 / 0.0022 [2153/10000][0/13] Loss_D: 0.0040 Loss_G: 9.8937 D(x): 0.9997 D(G(z)): 0.0037 / 0.0014 [2154/10000][0/13] Loss_D: 0.0101 Loss_G: 6.6007 D(x): 0.9997 D(G(z)): 0.0098 / 0.0027 [2155/10000][0/13] Loss_D: 0.0316 Loss_G: 32.9373 D(x): 0.9972 D(G(z)): 0.0262 / 0.0001 [2156/10000][0/13] Loss_D: 0.0106 Loss_G: 18.9655 D(x): 0.9997 D(G(z)): 0.0100 / 0.0029 [2157/10000][0/13] Loss_D: 0.0090 Loss_G: 17.3909 D(x): 0.9989 D(G(z)): 0.0078 / 0.0013 [2158/10000][0/13] Loss_D: 0.0091 Loss_G: 10.3984 D(x): 0.9964 D(G(z)): 0.0054 / 0.0022 [2159/10000][0/13] Loss_D: 0.0072 Loss_G: 6.8832 D(x): 0.9992 D(G(z)): 0.0063 / 0.0030 [2160/10000][0/13] Loss_D: 0.0481 Loss_G: 14.2288 D(x): 0.9651 D(G(z)): 0.0010 / 0.0043 [2161/10000][0/13] Loss_D: 0.4052 Loss_G: 23.9052 D(x): 0.8031 D(G(z)): 0.0001 / 0.0025 [2162/10000][0/13] Loss_D: 0.0082 Loss_G: 8.8516 D(x): 0.9981 D(G(z)): 0.0062 / 0.0022 [2163/10000][0/13] Loss_D: 0.0127 Loss_G: 6.5156 D(x): 1.0000 D(G(z)): 0.0125 / 0.0039 [2164/10000][0/13] Loss_D: 0.0009 Loss_G: 8.4616 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [2165/10000][0/13] Loss_D: 0.0054 Loss_G: 6.6344 D(x): 0.9998 D(G(z)): 0.0052 / 0.0044 [2166/10000][0/13] Loss_D: 0.0050 Loss_G: 9.3353 D(x): 0.9962 D(G(z)): 0.0011 / 0.0009 [2167/10000][0/13] Loss_D: 0.0058 Loss_G: 6.9159 D(x): 0.9967 D(G(z)): 0.0025 / 0.0019 [2168/10000][0/13] Loss_D: 0.0031 Loss_G: 8.6607 D(x): 0.9982 D(G(z)): 0.0012 / 0.0010 [2169/10000][0/13] Loss_D: 0.0056 Loss_G: 6.2361 D(x): 0.9996 D(G(z)): 0.0052 / 0.0028 [2170/10000][0/13] Loss_D: 0.0090 Loss_G: 5.8117 D(x): 0.9981 D(G(z)): 0.0070 / 0.0044 [2171/10000][0/13] Loss_D: 0.0025 Loss_G: 8.7508 D(x): 0.9979 D(G(z)): 0.0003 / 0.0003 [2172/10000][0/13] Loss_D: 0.0332 Loss_G: 6.4988 D(x): 0.9922 D(G(z)): 0.0229 / 0.0025 [2173/10000][0/13] Loss_D: 0.0048 Loss_G: 6.9430 D(x): 0.9970 D(G(z)): 0.0017 / 0.0019 [2174/10000][0/13] Loss_D: 0.0516 Loss_G: 9.4455 D(x): 0.9741 D(G(z)): 0.0004 / 0.0005 [2175/10000][0/13] Loss_D: 0.0052 Loss_G: 6.9649 D(x): 0.9998 D(G(z)): 0.0050 / 0.0016 [2176/10000][0/13] Loss_D: 0.0006 Loss_G: 10.8612 D(x): 0.9995 D(G(z)): 0.0000 / 0.0000 [2177/10000][0/13] Loss_D: 0.0801 Loss_G: 10.9438 D(x): 0.9999 D(G(z)): 0.0578 / 0.0006 [2178/10000][0/13] Loss_D: 0.0857 Loss_G: 19.1963 D(x): 1.0000 D(G(z)): 0.0631 / 0.0031 [2179/10000][0/13] Loss_D: 0.0081 Loss_G: 5.9835 D(x): 0.9960 D(G(z)): 0.0039 / 0.0292 [2180/10000][0/13] Loss_D: 0.0012 Loss_G: 12.5802 D(x): 0.9998 D(G(z)): 0.0009 / 0.0005 [2181/10000][0/13] Loss_D: 0.0010 Loss_G: 9.2895 D(x): 0.9999 D(G(z)): 0.0009 / 0.0009 [2182/10000][0/13] Loss_D: 0.0139 Loss_G: 14.3796 D(x): 0.9998 D(G(z)): 0.0134 / 0.0050 [2183/10000][0/13] Loss_D: 0.0008 Loss_G: 14.1042 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [2184/10000][0/13] Loss_D: 0.0014 Loss_G: 13.5226 D(x): 0.9990 D(G(z)): 0.0004 / 0.0003 [2185/10000][0/13] Loss_D: 0.0021 Loss_G: 9.7307 D(x): 0.9984 D(G(z)): 0.0004 / 0.0003 [2186/10000][0/13] Loss_D: 0.0227 Loss_G: 15.2244 D(x): 0.9802 D(G(z)): 0.0013 / 0.0014 [2187/10000][0/13] Loss_D: 0.0016 Loss_G: 10.3831 D(x): 0.9991 D(G(z)): 0.0007 / 0.0005 [2188/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5809 D(x): 0.9996 D(G(z)): 0.0012 / 0.0008 [2189/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8958 D(x): 0.9999 D(G(z)): 0.0011 / 0.0009 [2190/10000][0/13] Loss_D: 0.0927 Loss_G: 10.2035 D(x): 0.9455 D(G(z)): 0.0279 / 0.0003 [2191/10000][0/13] Loss_D: 0.0084 Loss_G: 7.7443 D(x): 0.9942 D(G(z)): 0.0023 / 0.0028 [2192/10000][0/13] Loss_D: 0.0008 Loss_G: 9.0049 D(x): 0.9998 D(G(z)): 0.0007 / 0.0005 [2193/10000][0/13] Loss_D: 0.0189 Loss_G: 16.1945 D(x): 1.0000 D(G(z)): 0.0185 / 0.0018 [2194/10000][0/13] Loss_D: 0.0029 Loss_G: 10.3717 D(x): 0.9997 D(G(z)): 0.0026 / 0.0011 [2195/10000][0/13] Loss_D: 0.1641 Loss_G: 11.4178 D(x): 0.9999 D(G(z)): 0.1256 / 0.0021 [2196/10000][0/13] Loss_D: 0.0078 Loss_G: 6.3788 D(x): 1.0000 D(G(z)): 0.0077 / 0.0025 [2197/10000][0/13] Loss_D: 0.0040 Loss_G: 6.7113 D(x): 1.0000 D(G(z)): 0.0040 / 0.0020 [2198/10000][0/13] Loss_D: 0.0069 Loss_G: 7.4684 D(x): 0.9945 D(G(z)): 0.0013 / 0.0010 [2199/10000][0/13] Loss_D: 0.0501 Loss_G: 12.7759 D(x): 0.9673 D(G(z)): 0.0000 / 0.0001 [2200/10000][0/13] Loss_D: 0.0100 Loss_G: 7.1117 D(x): 0.9999 D(G(z)): 0.0097 / 0.0018 [2201/10000][0/13] Loss_D: 0.0030 Loss_G: 7.5582 D(x): 0.9989 D(G(z)): 0.0019 / 0.0013 [2202/10000][0/13] Loss_D: 0.0088 Loss_G: 5.7825 D(x): 1.0000 D(G(z)): 0.0087 / 0.0046 [2203/10000][0/13] Loss_D: 0.0019 Loss_G: 7.2254 D(x): 1.0000 D(G(z)): 0.0019 / 0.0015 [2204/10000][0/13] Loss_D: 0.0049 Loss_G: 6.9681 D(x): 0.9998 D(G(z)): 0.0047 / 0.0033 [2205/10000][0/13] Loss_D: 0.0048 Loss_G: 7.3178 D(x): 0.9991 D(G(z)): 0.0039 / 0.0027 [2206/10000][0/13] Loss_D: 0.0168 Loss_G: 6.9571 D(x): 1.0000 D(G(z)): 0.0162 / 0.0019 [2207/10000][0/13] Loss_D: 0.0111 Loss_G: 7.5068 D(x): 0.9999 D(G(z)): 0.0109 / 0.0095 [2208/10000][0/13] Loss_D: 0.0317 Loss_G: 9.4120 D(x): 0.9806 D(G(z)): 0.0029 / 0.0065 [2209/10000][0/13] Loss_D: 0.0030 Loss_G: 14.0233 D(x): 1.0000 D(G(z)): 0.0030 / 0.0017 [2210/10000][0/13] Loss_D: 0.0058 Loss_G: 24.1220 D(x): 0.9953 D(G(z)): 0.0010 / 0.0009 [2211/10000][0/13] Loss_D: 0.0072 Loss_G: 11.2856 D(x): 1.0000 D(G(z)): 0.0069 / 0.0010 [2212/10000][0/13] Loss_D: 0.0022 Loss_G: 10.0751 D(x): 0.9984 D(G(z)): 0.0005 / 0.0005 [2213/10000][0/13] Loss_D: 0.0012 Loss_G: 7.9369 D(x): 0.9999 D(G(z)): 0.0011 / 0.0008 [2214/10000][0/13] Loss_D: 0.0047 Loss_G: 9.0345 D(x): 0.9959 D(G(z)): 0.0004 / 0.0006 [2215/10000][0/13] Loss_D: 3.9630 Loss_G: 52.7082 D(x): 0.9082 D(G(z)): 0.5952 / 0.0000 [2216/10000][0/13] Loss_D: 0.2879 Loss_G: 24.4993 D(x): 0.9989 D(G(z)): 0.1330 / 0.0000 [2217/10000][0/13] Loss_D: 0.0152 Loss_G: 14.9030 D(x): 0.9993 D(G(z)): 0.0142 / 0.0011 [2218/10000][0/13] Loss_D: 0.0162 Loss_G: 15.0702 D(x): 0.9869 D(G(z)): 0.0023 / 0.0009 [2219/10000][0/13] Loss_D: 0.0022 Loss_G: 12.4634 D(x): 0.9995 D(G(z)): 0.0017 / 0.0012 [2220/10000][0/13] Loss_D: 0.0123 Loss_G: 6.3413 D(x): 0.9977 D(G(z)): 0.0099 / 0.0031 [2221/10000][0/13] Loss_D: 0.1426 Loss_G: 24.8268 D(x): 0.8908 D(G(z)): 0.0003 / 0.0004 [2222/10000][0/13] Loss_D: 0.0364 Loss_G: 22.5471 D(x): 1.0000 D(G(z)): 0.0322 / 0.0012 [2223/10000][0/13] Loss_D: 0.0167 Loss_G: 13.8019 D(x): 0.9994 D(G(z)): 0.0157 / 0.0026 [2224/10000][0/13] Loss_D: 0.0027 Loss_G: 10.0135 D(x): 1.0000 D(G(z)): 0.0027 / 0.0016 [2225/10000][0/13] Loss_D: 0.0015 Loss_G: 11.4400 D(x): 0.9986 D(G(z)): 0.0001 / 0.0001 [2226/10000][0/13] Loss_D: 0.0348 Loss_G: 6.5915 D(x): 0.9713 D(G(z)): 0.0032 / 0.0050 [2227/10000][0/13] Loss_D: 0.0022 Loss_G: 7.2915 D(x): 0.9995 D(G(z)): 0.0017 / 0.0012 [2228/10000][0/13] Loss_D: 0.0063 Loss_G: 6.2119 D(x): 0.9988 D(G(z)): 0.0051 / 0.0027 [2229/10000][0/13] Loss_D: 0.0114 Loss_G: 7.6275 D(x): 0.9903 D(G(z)): 0.0015 / 0.0009 [2230/10000][0/13] Loss_D: 0.0093 Loss_G: 5.3120 D(x): 0.9970 D(G(z)): 0.0063 / 0.0087 [2231/10000][0/13] Loss_D: 0.0052 Loss_G: 12.0856 D(x): 0.9954 D(G(z)): 0.0005 / 0.0003 [2232/10000][0/13] Loss_D: 0.0046 Loss_G: 6.4715 D(x): 0.9985 D(G(z)): 0.0030 / 0.0019 [2233/10000][0/13] Loss_D: 0.9404 Loss_G: 12.7371 D(x): 0.9672 D(G(z)): 0.0067 / 0.0048 [2234/10000][0/13] Loss_D: 0.0155 Loss_G: 6.1180 D(x): 1.0000 D(G(z)): 0.0145 / 0.0276 [2235/10000][0/13] Loss_D: 0.0047 Loss_G: 10.3956 D(x): 0.9966 D(G(z)): 0.0011 / 0.0006 [2236/10000][0/13] Loss_D: 0.0013 Loss_G: 7.9134 D(x): 0.9996 D(G(z)): 0.0009 / 0.0009 [2237/10000][0/13] Loss_D: 0.1092 Loss_G: 8.7303 D(x): 0.9700 D(G(z)): 0.0221 / 0.0030 [2238/10000][0/13] Loss_D: 0.0044 Loss_G: 6.8551 D(x): 0.9976 D(G(z)): 0.0019 / 0.0029 [2239/10000][0/13] Loss_D: 0.0021 Loss_G: 6.8520 D(x): 0.9999 D(G(z)): 0.0020 / 0.0015 [2240/10000][0/13] Loss_D: 0.0236 Loss_G: 5.6921 D(x): 0.9824 D(G(z)): 0.0049 / 0.0047 [2241/10000][0/13] Loss_D: 0.1931 Loss_G: 12.1028 D(x): 0.9999 D(G(z)): 0.1586 / 0.0005 [2242/10000][0/13] Loss_D: 0.0003 Loss_G: 11.7472 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [2243/10000][0/13] Loss_D: 0.0007 Loss_G: 8.2658 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [2244/10000][0/13] Loss_D: 0.0002 Loss_G: 11.0525 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [2245/10000][0/13] Loss_D: 0.0141 Loss_G: 5.8368 D(x): 0.9923 D(G(z)): 0.0061 / 0.0044 [2246/10000][0/13] Loss_D: 0.3100 Loss_G: 5.9417 D(x): 0.8677 D(G(z)): 0.0004 / 0.0107 [2247/10000][0/13] Loss_D: 0.0008 Loss_G: 10.5183 D(x): 0.9999 D(G(z)): 0.0006 / 0.0003 [2248/10000][0/13] Loss_D: 0.0015 Loss_G: 7.9911 D(x): 0.9999 D(G(z)): 0.0014 / 0.0013 [2249/10000][0/13] Loss_D: 0.1231 Loss_G: 7.7749 D(x): 1.0000 D(G(z)): 0.0859 / 0.0009 [2250/10000][0/13] Loss_D: 0.0437 Loss_G: 7.9635 D(x): 0.9999 D(G(z)): 0.0370 / 0.0008 [2251/10000][0/13] Loss_D: 0.0005 Loss_G: 9.0605 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [2252/10000][0/13] Loss_D: 0.0196 Loss_G: 12.6489 D(x): 0.9837 D(G(z)): 0.0017 / 0.0009 [2253/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4077 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [2254/10000][0/13] Loss_D: 0.0088 Loss_G: 5.8975 D(x): 0.9996 D(G(z)): 0.0083 / 0.0037 [2255/10000][0/13] Loss_D: 0.0029 Loss_G: 6.4515 D(x): 0.9998 D(G(z)): 0.0027 / 0.0029 [2256/10000][0/13] Loss_D: 4.2807 Loss_G: 48.1114 D(x): 1.0000 D(G(z)): 0.9319 / 0.0000 [2257/10000][0/13] Loss_D: 1.0449 Loss_G: 14.6263 D(x): 0.9686 D(G(z)): 0.0093 / 0.0005 [2258/10000][0/13] Loss_D: 0.0351 Loss_G: 12.5724 D(x): 1.0000 D(G(z)): 0.0338 / 0.0015 [2259/10000][0/13] Loss_D: 0.0154 Loss_G: 13.5364 D(x): 0.9865 D(G(z)): 0.0013 / 0.0004 [2260/10000][0/13] Loss_D: 0.0015 Loss_G: 18.5133 D(x): 0.9987 D(G(z)): 0.0001 / 0.0000 [2261/10000][0/13] Loss_D: 2.3281 Loss_G: 8.5477 D(x): 0.9365 D(G(z)): 0.0029 / 0.0008 [2262/10000][0/13] Loss_D: 0.0232 Loss_G: 5.1107 D(x): 0.9999 D(G(z)): 0.0227 / 0.0086 [2263/10000][0/13] Loss_D: 0.0047 Loss_G: 6.9101 D(x): 0.9982 D(G(z)): 0.0029 / 0.0019 [2264/10000][0/13] Loss_D: 0.0233 Loss_G: 7.9510 D(x): 0.9782 D(G(z)): 0.0006 / 0.0009 [2265/10000][0/13] Loss_D: 0.0074 Loss_G: 6.4437 D(x): 0.9978 D(G(z)): 0.0052 / 0.0030 [2266/10000][0/13] Loss_D: 0.0029 Loss_G: 8.0166 D(x): 0.9991 D(G(z)): 0.0019 / 0.0016 [2267/10000][0/13] Loss_D: 0.0130 Loss_G: 5.4559 D(x): 0.9992 D(G(z)): 0.0121 / 0.0061 [2268/10000][0/13] Loss_D: 1.1738 Loss_G: 6.0476 D(x): 0.9662 D(G(z)): 0.0068 / 0.0034 [2269/10000][0/13] Loss_D: 0.0097 Loss_G: 7.7313 D(x): 0.9960 D(G(z)): 0.0055 / 0.0033 [2270/10000][0/13] Loss_D: 1.4874 Loss_G: 4.4231 D(x): 0.9373 D(G(z)): 0.0107 / 0.0253 [2271/10000][0/13] Loss_D: 0.0078 Loss_G: 6.1294 D(x): 0.9992 D(G(z)): 0.0069 / 0.0035 [2272/10000][0/13] Loss_D: 0.0041 Loss_G: 9.7465 D(x): 0.9964 D(G(z)): 0.0005 / 0.0005 [2273/10000][0/13] Loss_D: 0.0018 Loss_G: 7.6393 D(x): 0.9992 D(G(z)): 0.0010 / 0.0008 [2274/10000][0/13] Loss_D: 0.0463 Loss_G: 17.8521 D(x): 0.9984 D(G(z)): 0.0419 / 0.0086 [2275/10000][0/13] Loss_D: 0.1301 Loss_G: 16.2906 D(x): 0.9692 D(G(z)): 0.0001 / 0.0000 [2276/10000][0/13] Loss_D: 0.0059 Loss_G: 8.1230 D(x): 0.9986 D(G(z)): 0.0044 / 0.0010 [2277/10000][0/13] Loss_D: 0.0206 Loss_G: 5.8052 D(x): 0.9920 D(G(z)): 0.0124 / 0.0049 [2278/10000][0/13] Loss_D: 0.0018 Loss_G: 7.3492 D(x): 1.0000 D(G(z)): 0.0018 / 0.0011 [2279/10000][0/13] Loss_D: 0.0112 Loss_G: 6.3217 D(x): 0.9954 D(G(z)): 0.0065 / 0.0031 [2280/10000][0/13] Loss_D: 0.0077 Loss_G: 6.2456 D(x): 0.9974 D(G(z)): 0.0050 / 0.0049 [2281/10000][0/13] Loss_D: 0.0028 Loss_G: 11.9832 D(x): 0.9976 D(G(z)): 0.0004 / 0.0002 [2282/10000][0/13] Loss_D: 0.0011 Loss_G: 7.3554 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [2283/10000][0/13] Loss_D: 0.0146 Loss_G: 5.5264 D(x): 0.9916 D(G(z)): 0.0059 / 0.0046 [2284/10000][0/13] Loss_D: 0.0065 Loss_G: 7.9948 D(x): 0.9941 D(G(z)): 0.0005 / 0.0005 [2285/10000][0/13] Loss_D: 0.0029 Loss_G: 8.6750 D(x): 0.9975 D(G(z)): 0.0004 / 0.0004 [2286/10000][0/13] Loss_D: 0.0011 Loss_G: 9.6655 D(x): 0.9992 D(G(z)): 0.0003 / 0.0002 [2287/10000][0/13] Loss_D: 0.0024 Loss_G: 9.2081 D(x): 0.9985 D(G(z)): 0.0010 / 0.0006 [2288/10000][0/13] Loss_D: 0.0058 Loss_G: 6.3251 D(x): 0.9986 D(G(z)): 0.0044 / 0.0023 [2289/10000][0/13] Loss_D: 0.0032 Loss_G: 7.3774 D(x): 0.9988 D(G(z)): 0.0020 / 0.0013 [2290/10000][0/13] Loss_D: 0.0037 Loss_G: 6.2765 D(x): 0.9999 D(G(z)): 0.0036 / 0.0037 [2291/10000][0/13] Loss_D: 0.0897 Loss_G: 38.9520 D(x): 0.9391 D(G(z)): 0.0000 / 0.0000 [2292/10000][0/13] Loss_D: 0.0088 Loss_G: 34.2305 D(x): 0.9923 D(G(z)): 0.0000 / 0.0000 [2293/10000][0/13] Loss_D: 0.0030 Loss_G: 9.2320 D(x): 1.0000 D(G(z)): 0.0030 / 0.0009 [2294/10000][0/13] Loss_D: 0.0114 Loss_G: 6.3417 D(x): 0.9976 D(G(z)): 0.0089 / 0.0028 [2295/10000][0/13] Loss_D: 0.0406 Loss_G: 5.6796 D(x): 0.9681 D(G(z)): 0.0054 / 0.0040 [2296/10000][0/13] Loss_D: 0.0208 Loss_G: 9.0556 D(x): 0.9808 D(G(z)): 0.0002 / 0.0002 [2297/10000][0/13] Loss_D: 0.0082 Loss_G: 6.3164 D(x): 0.9989 D(G(z)): 0.0070 / 0.0025 [2298/10000][0/13] Loss_D: 0.0030 Loss_G: 6.8115 D(x): 1.0000 D(G(z)): 0.0030 / 0.0020 [2299/10000][0/13] Loss_D: 0.0086 Loss_G: 5.8006 D(x): 0.9997 D(G(z)): 0.0083 / 0.0039 [2300/10000][0/13] Loss_D: 0.0020 Loss_G: 8.2490 D(x): 0.9994 D(G(z)): 0.0014 / 0.0011 [2301/10000][0/13] Loss_D: 0.0060 Loss_G: 8.6505 D(x): 0.9989 D(G(z)): 0.0048 / 0.0017 [2302/10000][0/13] Loss_D: 0.0109 Loss_G: 6.5295 D(x): 0.9919 D(G(z)): 0.0021 / 0.0019 [2303/10000][0/13] Loss_D: 0.0138 Loss_G: 16.1549 D(x): 0.9901 D(G(z)): 0.0019 / 0.0030 [2304/10000][0/13] Loss_D: 0.0083 Loss_G: 7.2996 D(x): 0.9947 D(G(z)): 0.0028 / 0.0051 [2305/10000][0/13] Loss_D: 0.0194 Loss_G: 6.2869 D(x): 0.9848 D(G(z)): 0.0035 / 0.0035 [2306/10000][0/13] Loss_D: 0.0037 Loss_G: 6.6550 D(x): 0.9996 D(G(z)): 0.0032 / 0.0017 [2307/10000][0/13] Loss_D: 0.0142 Loss_G: 9.1383 D(x): 0.9867 D(G(z)): 0.0005 / 0.0005 [2308/10000][0/13] Loss_D: 0.0088 Loss_G: 8.1836 D(x): 0.9978 D(G(z)): 0.0066 / 0.0017 [2309/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8256 D(x): 0.9998 D(G(z)): 0.0004 / 0.0005 [2310/10000][0/13] Loss_D: 0.0035 Loss_G: 6.7694 D(x): 0.9995 D(G(z)): 0.0029 / 0.0017 [2311/10000][0/13] Loss_D: 0.0025 Loss_G: 7.8295 D(x): 0.9986 D(G(z)): 0.0011 / 0.0006 [2312/10000][0/13] Loss_D: 0.0073 Loss_G: 6.2351 D(x): 0.9996 D(G(z)): 0.0068 / 0.0036 [2313/10000][0/13] Loss_D: 0.0078 Loss_G: 5.4043 D(x): 0.9999 D(G(z)): 0.0077 / 0.0103 [2314/10000][0/13] Loss_D: 0.0041 Loss_G: 8.1530 D(x): 0.9966 D(G(z)): 0.0006 / 0.0006 [2315/10000][0/13] Loss_D: 0.0153 Loss_G: 11.3902 D(x): 0.9914 D(G(z)): 0.0053 / 0.0049 [2316/10000][0/13] Loss_D: 0.0015 Loss_G: 8.3875 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [2317/10000][0/13] Loss_D: 0.0986 Loss_G: 7.1540 D(x): 0.9997 D(G(z)): 0.0586 / 0.0014 [2318/10000][0/13] Loss_D: 0.0038 Loss_G: 7.8854 D(x): 0.9971 D(G(z)): 0.0009 / 0.0008 [2319/10000][0/13] Loss_D: 0.0060 Loss_G: 6.4891 D(x): 0.9987 D(G(z)): 0.0046 / 0.0029 [2320/10000][0/13] Loss_D: 0.4278 Loss_G: 19.5775 D(x): 1.0000 D(G(z)): 0.2820 / 0.0000 [2321/10000][0/13] Loss_D: 0.0015 Loss_G: 15.8228 D(x): 1.0000 D(G(z)): 0.0015 / 0.0007 [2322/10000][0/13] Loss_D: 0.0021 Loss_G: 8.4081 D(x): 0.9996 D(G(z)): 0.0017 / 0.0009 [2323/10000][0/13] Loss_D: 0.0077 Loss_G: 6.6885 D(x): 1.0000 D(G(z)): 0.0076 / 0.0033 [2324/10000][0/13] Loss_D: 0.0087 Loss_G: 6.0944 D(x): 0.9993 D(G(z)): 0.0080 / 0.0035 [2325/10000][0/13] Loss_D: 0.0031 Loss_G: 7.3154 D(x): 0.9993 D(G(z)): 0.0024 / 0.0013 [2326/10000][0/13] Loss_D: 0.0051 Loss_G: 6.3940 D(x): 0.9996 D(G(z)): 0.0047 / 0.0039 [2327/10000][0/13] Loss_D: 0.0020 Loss_G: 8.2063 D(x): 0.9996 D(G(z)): 0.0017 / 0.0009 [2328/10000][0/13] Loss_D: 0.0027 Loss_G: 7.1773 D(x): 0.9999 D(G(z)): 0.0026 / 0.0016 [2329/10000][0/13] Loss_D: 0.0054 Loss_G: 7.5538 D(x): 0.9958 D(G(z)): 0.0011 / 0.0010 [2330/10000][0/13] Loss_D: 0.0027 Loss_G: 7.1512 D(x): 0.9999 D(G(z)): 0.0025 / 0.0016 [2331/10000][0/13] Loss_D: 0.0015 Loss_G: 7.4697 D(x): 0.9996 D(G(z)): 0.0011 / 0.0009 [2332/10000][0/13] Loss_D: 0.0014 Loss_G: 7.3273 D(x): 0.9999 D(G(z)): 0.0013 / 0.0010 [2333/10000][0/13] Loss_D: 0.0713 Loss_G: 5.4240 D(x): 0.9385 D(G(z)): 0.0011 / 0.0113 [2334/10000][0/13] Loss_D: 0.0029 Loss_G: 8.0076 D(x): 0.9978 D(G(z)): 0.0006 / 0.0006 [2335/10000][0/13] Loss_D: 0.0047 Loss_G: 6.3773 D(x): 0.9999 D(G(z)): 0.0047 / 0.0026 [2336/10000][0/13] Loss_D: 0.0076 Loss_G: 7.8739 D(x): 0.9932 D(G(z)): 0.0007 / 0.0007 [2337/10000][0/13] Loss_D: 0.0034 Loss_G: 6.5636 D(x): 0.9998 D(G(z)): 0.0032 / 0.0023 [2338/10000][0/13] Loss_D: 0.0069 Loss_G: 20.3610 D(x): 0.9953 D(G(z)): 0.0021 / 0.0015 [2339/10000][0/13] Loss_D: 0.0074 Loss_G: 21.2686 D(x): 0.9985 D(G(z)): 0.0057 / 0.0020 [2340/10000][0/13] Loss_D: 0.0143 Loss_G: 14.7311 D(x): 0.9998 D(G(z)): 0.0139 / 0.0031 [2341/10000][0/13] Loss_D: 0.0013 Loss_G: 10.4730 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [2342/10000][0/13] Loss_D: 0.0023 Loss_G: 8.5130 D(x): 1.0000 D(G(z)): 0.0023 / 0.0011 [2343/10000][0/13] Loss_D: 0.0214 Loss_G: 6.7832 D(x): 0.9996 D(G(z)): 0.0205 / 0.0023 [2344/10000][0/13] Loss_D: 0.0029 Loss_G: 8.0128 D(x): 0.9988 D(G(z)): 0.0017 / 0.0012 [2345/10000][0/13] Loss_D: 0.0476 Loss_G: 6.2346 D(x): 0.9587 D(G(z)): 0.0011 / 0.0042 [2346/10000][0/13] Loss_D: 0.0023 Loss_G: 7.2974 D(x): 1.0000 D(G(z)): 0.0023 / 0.0016 [2347/10000][0/13] Loss_D: 0.0020 Loss_G: 6.9688 D(x): 0.9999 D(G(z)): 0.0018 / 0.0014 [2348/10000][0/13] Loss_D: 0.0120 Loss_G: 5.6671 D(x): 0.9916 D(G(z)): 0.0034 / 0.0051 [2349/10000][0/13] Loss_D: 0.0016 Loss_G: 7.8310 D(x): 0.9995 D(G(z)): 0.0010 / 0.0009 [2350/10000][0/13] Loss_D: 0.0056 Loss_G: 6.5427 D(x): 0.9983 D(G(z)): 0.0039 / 0.0023 [2351/10000][0/13] Loss_D: 0.0018 Loss_G: 7.6446 D(x): 0.9991 D(G(z)): 0.0009 / 0.0009 [2352/10000][0/13] Loss_D: 0.0456 Loss_G: 8.6490 D(x): 0.9599 D(G(z)): 0.0006 / 0.0022 [2353/10000][0/13] Loss_D: 0.0036 Loss_G: 7.2493 D(x): 0.9977 D(G(z)): 0.0013 / 0.0011 [2354/10000][0/13] Loss_D: 0.0934 Loss_G: 17.4776 D(x): 0.9546 D(G(z)): 0.0146 / 0.0004 [2355/10000][0/13] Loss_D: 0.0029 Loss_G: 14.9892 D(x): 0.9998 D(G(z)): 0.0027 / 0.0009 [2356/10000][0/13] Loss_D: 0.0182 Loss_G: 12.0474 D(x): 0.9981 D(G(z)): 0.0156 / 0.0025 [2357/10000][0/13] Loss_D: 0.0059 Loss_G: 13.2480 D(x): 0.9999 D(G(z)): 0.0058 / 0.0062 [2358/10000][0/13] Loss_D: 0.0025 Loss_G: 7.2555 D(x): 0.9997 D(G(z)): 0.0022 / 0.0015 [2359/10000][0/13] Loss_D: 0.0780 Loss_G: 9.4906 D(x): 0.9999 D(G(z)): 0.0544 / 0.0008 [2360/10000][0/13] Loss_D: 0.0016 Loss_G: 11.4100 D(x): 0.9999 D(G(z)): 0.0015 / 0.0015 [2361/10000][0/13] Loss_D: 0.0021 Loss_G: 7.5219 D(x): 0.9997 D(G(z)): 0.0019 / 0.0013 [2362/10000][0/13] Loss_D: 0.5408 Loss_G: 26.1960 D(x): 0.9683 D(G(z)): 0.0001 / 0.0001 [2363/10000][0/13] Loss_D: 0.0387 Loss_G: 19.6298 D(x): 1.0000 D(G(z)): 0.0352 / 0.0006 [2364/10000][0/13] Loss_D: 0.0113 Loss_G: 14.6080 D(x): 0.9904 D(G(z)): 0.0005 / 0.0003 [2365/10000][0/13] Loss_D: 0.0016 Loss_G: 8.4561 D(x): 0.9995 D(G(z)): 0.0011 / 0.0010 [2366/10000][0/13] Loss_D: 0.0219 Loss_G: 25.7921 D(x): 0.9868 D(G(z)): 0.0060 / 0.0028 [2367/10000][0/13] Loss_D: 0.0040 Loss_G: 20.6362 D(x): 1.0000 D(G(z)): 0.0040 / 0.0011 [2368/10000][0/13] Loss_D: 0.0008 Loss_G: 16.9658 D(x): 0.9994 D(G(z)): 0.0003 / 0.0002 [2369/10000][0/13] Loss_D: 0.0007 Loss_G: 11.7714 D(x): 0.9998 D(G(z)): 0.0005 / 0.0005 [2370/10000][0/13] Loss_D: 0.0163 Loss_G: 6.3292 D(x): 0.9994 D(G(z)): 0.0152 / 0.0031 [2371/10000][0/13] Loss_D: 0.0105 Loss_G: 7.2852 D(x): 0.9931 D(G(z)): 0.0035 / 0.0017 [2372/10000][0/13] Loss_D: 0.0081 Loss_G: 6.1776 D(x): 1.0000 D(G(z)): 0.0080 / 0.0030 [2373/10000][0/13] Loss_D: 0.4007 Loss_G: 14.6094 D(x): 0.9687 D(G(z)): 0.0002 / 0.0002 [2374/10000][0/13] Loss_D: 0.0032 Loss_G: 16.0759 D(x): 0.9974 D(G(z)): 0.0006 / 0.0002 [2375/10000][0/13] Loss_D: 0.0006 Loss_G: 16.9112 D(x): 0.9997 D(G(z)): 0.0003 / 0.0001 [2376/10000][0/13] Loss_D: 0.0297 Loss_G: 12.9137 D(x): 0.9738 D(G(z)): 0.0006 / 0.0009 [2377/10000][0/13] Loss_D: 0.0158 Loss_G: 12.4071 D(x): 0.9897 D(G(z)): 0.0052 / 0.0037 [2378/10000][0/13] Loss_D: 0.0021 Loss_G: 12.6628 D(x): 0.9994 D(G(z)): 0.0015 / 0.0009 [2379/10000][0/13] Loss_D: 0.5327 Loss_G: 20.4566 D(x): 0.9999 D(G(z)): 0.1713 / 0.0001 [2380/10000][0/13] Loss_D: 0.0019 Loss_G: 16.1515 D(x): 0.9984 D(G(z)): 0.0002 / 0.0009 [2381/10000][0/13] Loss_D: 0.0018 Loss_G: 12.9431 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [2382/10000][0/13] Loss_D: 0.0054 Loss_G: 11.0960 D(x): 0.9997 D(G(z)): 0.0051 / 0.0040 [2383/10000][0/13] Loss_D: 0.0024 Loss_G: 7.7205 D(x): 0.9986 D(G(z)): 0.0010 / 0.0009 [2384/10000][0/13] Loss_D: 0.0007 Loss_G: 8.7961 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [2385/10000][0/13] Loss_D: 0.0001 Loss_G: 34.4727 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [2386/10000][0/13] Loss_D: 0.0982 Loss_G: 18.8325 D(x): 0.9987 D(G(z)): 0.0673 / 0.0024 [2387/10000][0/13] Loss_D: 0.0131 Loss_G: 9.4046 D(x): 0.9920 D(G(z)): 0.0041 / 0.0018 [2388/10000][0/13] Loss_D: 0.0037 Loss_G: 7.7528 D(x): 0.9979 D(G(z)): 0.0016 / 0.0011 [2389/10000][0/13] Loss_D: 0.0100 Loss_G: 6.6694 D(x): 0.9930 D(G(z)): 0.0028 / 0.0019 [2390/10000][0/13] Loss_D: 0.0031 Loss_G: 6.8620 D(x): 0.9993 D(G(z)): 0.0024 / 0.0014 [2391/10000][0/13] Loss_D: 0.0018 Loss_G: 6.9662 D(x): 0.9999 D(G(z)): 0.0017 / 0.0013 [2392/10000][0/13] Loss_D: 0.0290 Loss_G: 5.5177 D(x): 1.0000 D(G(z)): 0.0282 / 0.0057 [2393/10000][0/13] Loss_D: 0.0055 Loss_G: 6.1156 D(x): 1.0000 D(G(z)): 0.0054 / 0.0033 [2394/10000][0/13] Loss_D: 2.3111 Loss_G: 23.3199 D(x): 1.0000 D(G(z)): 0.3670 / 0.0000 [2395/10000][0/13] Loss_D: 0.0070 Loss_G: 25.3826 D(x): 0.9979 D(G(z)): 0.0048 / 0.0022 [2396/10000][0/13] Loss_D: 0.0029 Loss_G: 25.1698 D(x): 0.9996 D(G(z)): 0.0024 / 0.0018 [2397/10000][0/13] Loss_D: 0.0007 Loss_G: 20.4253 D(x): 0.9999 D(G(z)): 0.0006 / 0.0008 [2398/10000][0/13] Loss_D: 0.0047 Loss_G: 12.9826 D(x): 0.9995 D(G(z)): 0.0042 / 0.0019 [2399/10000][0/13] Loss_D: 0.0083 Loss_G: 12.1113 D(x): 0.9934 D(G(z)): 0.0015 / 0.0010 [2400/10000][0/13] Loss_D: 0.0067 Loss_G: 7.8748 D(x): 0.9998 D(G(z)): 0.0064 / 0.0037 [2401/10000][0/13] Loss_D: 0.0053 Loss_G: 7.3797 D(x): 0.9957 D(G(z)): 0.0010 / 0.0009 [2402/10000][0/13] Loss_D: 0.0020 Loss_G: 6.8892 D(x): 1.0000 D(G(z)): 0.0020 / 0.0016 [2403/10000][0/13] Loss_D: 0.2388 Loss_G: 16.3325 D(x): 0.9999 D(G(z)): 0.1491 / 0.0006 [2404/10000][0/13] Loss_D: 0.0029 Loss_G: 11.0366 D(x): 0.9996 D(G(z)): 0.0025 / 0.0012 [2405/10000][0/13] Loss_D: 0.0226 Loss_G: 16.0125 D(x): 0.9826 D(G(z)): 0.0029 / 0.0040 [2406/10000][0/13] Loss_D: 0.0018 Loss_G: 12.2066 D(x): 0.9997 D(G(z)): 0.0015 / 0.0009 [2407/10000][0/13] Loss_D: 0.0015 Loss_G: 13.2502 D(x): 0.9993 D(G(z)): 0.0007 / 0.0005 [2408/10000][0/13] Loss_D: 0.0016 Loss_G: 12.2532 D(x): 0.9985 D(G(z)): 0.0000 / 0.0000 [2409/10000][0/13] Loss_D: 0.0072 Loss_G: 7.6153 D(x): 1.0000 D(G(z)): 0.0071 / 0.0026 [2410/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3104 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [2411/10000][0/13] Loss_D: 0.0018 Loss_G: 6.9583 D(x): 0.9998 D(G(z)): 0.0015 / 0.0012 [2412/10000][0/13] Loss_D: 0.0064 Loss_G: 8.1193 D(x): 0.9992 D(G(z)): 0.0056 / 0.0019 [2413/10000][0/13] Loss_D: 0.0272 Loss_G: 5.8347 D(x): 1.0000 D(G(z)): 0.0263 / 0.0062 [2414/10000][0/13] Loss_D: 0.0250 Loss_G: 8.4444 D(x): 0.9996 D(G(z)): 0.0173 / 0.0012 [2415/10000][0/13] Loss_D: 0.0007 Loss_G: 7.7694 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [2416/10000][0/13] Loss_D: 0.0009 Loss_G: 8.3963 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [2417/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8985 D(x): 0.9996 D(G(z)): 0.0008 / 0.0006 [2418/10000][0/13] Loss_D: 0.0028 Loss_G: 7.0385 D(x): 0.9997 D(G(z)): 0.0025 / 0.0018 [2419/10000][0/13] Loss_D: 0.0035 Loss_G: 7.1663 D(x): 0.9983 D(G(z)): 0.0018 / 0.0014 [2420/10000][0/13] Loss_D: 0.0093 Loss_G: 6.1624 D(x): 0.9966 D(G(z)): 0.0057 / 0.0033 [2421/10000][0/13] Loss_D: 0.0028 Loss_G: 6.9590 D(x): 0.9997 D(G(z)): 0.0026 / 0.0018 [2422/10000][0/13] Loss_D: 0.0313 Loss_G: 7.1818 D(x): 0.9999 D(G(z)): 0.0238 / 0.0017 [2423/10000][0/13] Loss_D: 0.0048 Loss_G: 6.4081 D(x): 0.9992 D(G(z)): 0.0040 / 0.0023 [2424/10000][0/13] Loss_D: 0.0024 Loss_G: 7.3644 D(x): 0.9998 D(G(z)): 0.0022 / 0.0011 [2425/10000][0/13] Loss_D: 0.0019 Loss_G: 7.2618 D(x): 0.9997 D(G(z)): 0.0016 / 0.0013 [2426/10000][0/13] Loss_D: 0.0070 Loss_G: 6.6993 D(x): 0.9955 D(G(z)): 0.0024 / 0.0019 [2427/10000][0/13] Loss_D: 0.0012 Loss_G: 8.4842 D(x): 0.9998 D(G(z)): 0.0010 / 0.0006 [2428/10000][0/13] Loss_D: 0.0013 Loss_G: 8.8929 D(x): 0.9993 D(G(z)): 0.0005 / 0.0004 [2429/10000][0/13] Loss_D: 0.0035 Loss_G: 10.0367 D(x): 0.9966 D(G(z)): 0.0001 / 0.0001 [2430/10000][0/13] Loss_D: 0.0176 Loss_G: 6.3172 D(x): 0.9968 D(G(z)): 0.0141 / 0.0025 [2431/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1759 D(x): 0.9998 D(G(z)): 0.0005 / 0.0005 [2432/10000][0/13] Loss_D: 0.0129 Loss_G: 6.9589 D(x): 0.9971 D(G(z)): 0.0098 / 0.0018 [2433/10000][0/13] Loss_D: 0.0011 Loss_G: 7.9931 D(x): 0.9995 D(G(z)): 0.0006 / 0.0006 [2434/10000][0/13] Loss_D: 0.4622 Loss_G: 9.9042 D(x): 0.9999 D(G(z)): 0.0672 / 0.0005 [2435/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8742 D(x): 0.9995 D(G(z)): 0.0007 / 0.0006 [2436/10000][0/13] Loss_D: 0.0004 Loss_G: 9.5498 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [2437/10000][0/13] Loss_D: 0.0004 Loss_G: 9.2902 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [2438/10000][0/13] Loss_D: 0.0023 Loss_G: 8.6399 D(x): 0.9980 D(G(z)): 0.0002 / 0.0002 [2439/10000][0/13] Loss_D: 0.0005 Loss_G: 8.1036 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [2440/10000][0/13] Loss_D: 0.0238 Loss_G: 6.1278 D(x): 0.9887 D(G(z)): 0.0111 / 0.0065 [2441/10000][0/13] Loss_D: 0.0064 Loss_G: 7.4322 D(x): 0.9999 D(G(z)): 0.0062 / 0.0013 [2442/10000][0/13] Loss_D: 0.0014 Loss_G: 8.0897 D(x): 0.9995 D(G(z)): 0.0009 / 0.0007 [2443/10000][0/13] Loss_D: 0.0057 Loss_G: 7.1683 D(x): 0.9979 D(G(z)): 0.0035 / 0.0021 [2444/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1272 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [2445/10000][0/13] Loss_D: 0.0107 Loss_G: 6.7823 D(x): 0.9933 D(G(z)): 0.0037 / 0.0032 [2446/10000][0/13] Loss_D: 0.0023 Loss_G: 7.6019 D(x): 0.9994 D(G(z)): 0.0016 / 0.0011 [2447/10000][0/13] Loss_D: 0.0024 Loss_G: 8.1409 D(x): 0.9993 D(G(z)): 0.0016 / 0.0011 [2448/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2399 D(x): 1.0000 D(G(z)): 0.0008 / 0.0008 [2449/10000][0/13] Loss_D: 0.0005 Loss_G: 8.8981 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [2450/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9732 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [2451/10000][0/13] Loss_D: 0.0088 Loss_G: 15.3239 D(x): 0.9999 D(G(z)): 0.0086 / 0.0023 [2452/10000][0/13] Loss_D: 0.0037 Loss_G: 17.6307 D(x): 0.9993 D(G(z)): 0.0030 / 0.0014 [2453/10000][0/13] Loss_D: 0.0040 Loss_G: 20.2676 D(x): 0.9962 D(G(z)): 0.0001 / 0.0003 [2454/10000][0/13] Loss_D: 0.0073 Loss_G: 19.0701 D(x): 0.9993 D(G(z)): 0.0065 / 0.0031 [2455/10000][0/13] Loss_D: 0.0004 Loss_G: 17.5500 D(x): 0.9998 D(G(z)): 0.0001 / 0.0002 [2456/10000][0/13] Loss_D: 0.0070 Loss_G: 19.6589 D(x): 0.9943 D(G(z)): 0.0012 / 0.0011 [2457/10000][0/13] Loss_D: 0.0002 Loss_G: 15.7675 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [2458/10000][0/13] Loss_D: 0.0003 Loss_G: 23.9684 D(x): 0.9999 D(G(z)): 0.0003 / 0.0000 [2459/10000][0/13] Loss_D: 0.0026 Loss_G: 16.2384 D(x): 0.9999 D(G(z)): 0.0026 / 0.0011 [2460/10000][0/13] Loss_D: 0.0052 Loss_G: 15.6984 D(x): 0.9999 D(G(z)): 0.0051 / 0.0019 [2461/10000][0/13] Loss_D: 0.0040 Loss_G: 13.2168 D(x): 0.9984 D(G(z)): 0.0024 / 0.0020 [2462/10000][0/13] Loss_D: 0.0053 Loss_G: 12.5094 D(x): 0.9997 D(G(z)): 0.0049 / 0.0026 [2463/10000][0/13] Loss_D: 0.0019 Loss_G: 8.8210 D(x): 0.9993 D(G(z)): 0.0012 / 0.0010 [2464/10000][0/13] Loss_D: 0.0076 Loss_G: 6.7885 D(x): 0.9986 D(G(z)): 0.0062 / 0.0029 [2465/10000][0/13] Loss_D: 0.0043 Loss_G: 6.8815 D(x): 0.9971 D(G(z)): 0.0014 / 0.0026 [2466/10000][0/13] Loss_D: 0.0041 Loss_G: 7.2850 D(x): 0.9975 D(G(z)): 0.0017 / 0.0014 [2467/10000][0/13] Loss_D: 0.0009 Loss_G: 8.0297 D(x): 0.9999 D(G(z)): 0.0008 / 0.0005 [2468/10000][0/13] Loss_D: 0.0033 Loss_G: 6.8473 D(x): 1.0000 D(G(z)): 0.0032 / 0.0020 [2469/10000][0/13] Loss_D: 0.0021 Loss_G: 7.1764 D(x): 1.0000 D(G(z)): 0.0021 / 0.0018 [2470/10000][0/13] Loss_D: 0.0019 Loss_G: 7.2722 D(x): 0.9998 D(G(z)): 0.0017 / 0.0012 [2471/10000][0/13] Loss_D: 0.0013 Loss_G: 7.6638 D(x): 0.9999 D(G(z)): 0.0012 / 0.0008 [2472/10000][0/13] Loss_D: 0.0015 Loss_G: 10.8833 D(x): 0.9985 D(G(z)): 0.0000 / 0.0000 [2473/10000][0/13] Loss_D: 0.0023 Loss_G: 6.9234 D(x): 1.0000 D(G(z)): 0.0023 / 0.0015 [2474/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0394 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [2475/10000][0/13] Loss_D: 0.0122 Loss_G: 7.7517 D(x): 0.9900 D(G(z)): 0.0003 / 0.0069 [2476/10000][0/13] Loss_D: 0.0054 Loss_G: 22.3476 D(x): 0.9955 D(G(z)): 0.0007 / 0.0008 [2477/10000][0/13] Loss_D: 0.0102 Loss_G: 12.8192 D(x): 1.0000 D(G(z)): 0.0100 / 0.0018 [2478/10000][0/13] Loss_D: 0.1522 Loss_G: 18.9787 D(x): 0.9688 D(G(z)): 0.0035 / 0.0017 [2479/10000][0/13] Loss_D: 0.0144 Loss_G: 17.4890 D(x): 0.9993 D(G(z)): 0.0135 / 0.0016 [2480/10000][0/13] Loss_D: 0.0020 Loss_G: 10.1235 D(x): 0.9986 D(G(z)): 0.0006 / 0.0005 [2481/10000][0/13] Loss_D: 0.0059 Loss_G: 30.1339 D(x): 0.9980 D(G(z)): 0.0037 / 0.0013 [2482/10000][0/13] Loss_D: 0.0005 Loss_G: 28.1207 D(x): 0.9997 D(G(z)): 0.0002 / 0.0001 [2483/10000][0/13] Loss_D: 0.0010 Loss_G: 17.6030 D(x): 0.9998 D(G(z)): 0.0008 / 0.0006 [2484/10000][0/13] Loss_D: 0.0029 Loss_G: 13.4428 D(x): 0.9977 D(G(z)): 0.0005 / 0.0005 [2485/10000][0/13] Loss_D: 0.0098 Loss_G: 7.8223 D(x): 0.9988 D(G(z)): 0.0083 / 0.0009 [2486/10000][0/13] Loss_D: 0.0049 Loss_G: 7.1917 D(x): 0.9996 D(G(z)): 0.0045 / 0.0013 [2487/10000][0/13] Loss_D: 0.1752 Loss_G: 17.3322 D(x): 0.9987 D(G(z)): 0.1249 / 0.0001 [2488/10000][0/13] Loss_D: 0.3809 Loss_G: 41.9218 D(x): 0.9636 D(G(z)): 0.1502 / 0.0000 [2489/10000][0/13] Loss_D: 0.0007 Loss_G: 22.4206 D(x): 0.9993 D(G(z)): 0.0000 / 0.0000 [2490/10000][0/13] Loss_D: 0.0039 Loss_G: 15.4991 D(x): 0.9969 D(G(z)): 0.0007 / 0.0003 [2491/10000][0/13] Loss_D: 0.0008 Loss_G: 14.8958 D(x): 0.9999 D(G(z)): 0.0007 / 0.0003 [2492/10000][0/13] Loss_D: 0.0059 Loss_G: 12.5266 D(x): 1.0000 D(G(z)): 0.0059 / 0.0014 [2493/10000][0/13] Loss_D: 0.0030 Loss_G: 8.2322 D(x): 0.9997 D(G(z)): 0.0027 / 0.0012 [2494/10000][0/13] Loss_D: 0.0123 Loss_G: 6.1001 D(x): 0.9957 D(G(z)): 0.0079 / 0.0027 [2495/10000][0/13] Loss_D: 0.0370 Loss_G: 36.1816 D(x): 0.9777 D(G(z)): 0.0036 / 0.0023 [2496/10000][0/13] Loss_D: 0.0030 Loss_G: 19.2196 D(x): 1.0000 D(G(z)): 0.0030 / 0.0008 [2497/10000][0/13] Loss_D: 0.0376 Loss_G: 12.6167 D(x): 0.9811 D(G(z)): 0.0085 / 0.0053 [2498/10000][0/13] Loss_D: 0.0007 Loss_G: 14.6160 D(x): 0.9998 D(G(z)): 0.0005 / 0.0003 [2499/10000][0/13] Loss_D: 0.0129 Loss_G: 10.2271 D(x): 0.9977 D(G(z)): 0.0103 / 0.0053 [2500/10000][0/13] Loss_D: 0.0036 Loss_G: 7.1454 D(x): 0.9995 D(G(z)): 0.0031 / 0.0013 [2501/10000][0/13] Loss_D: 0.0034 Loss_G: 6.6071 D(x): 0.9992 D(G(z)): 0.0026 / 0.0016 [2502/10000][0/13] Loss_D: 0.0056 Loss_G: 6.5143 D(x): 1.0000 D(G(z)): 0.0055 / 0.0030 [2503/10000][0/13] Loss_D: 0.0069 Loss_G: 6.6777 D(x): 0.9989 D(G(z)): 0.0057 / 0.0020 [2504/10000][0/13] Loss_D: 2.5843 Loss_G: 38.7329 D(x): 0.9368 D(G(z)): 0.0120 / 0.0005 [2505/10000][0/13] Loss_D: 0.0001 Loss_G: 35.9294 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [2506/10000][0/13] Loss_D: 0.2231 Loss_G: 30.0924 D(x): 0.9161 D(G(z)): 0.0000 / 0.0000 [2507/10000][0/13] Loss_D: 0.0359 Loss_G: 17.2126 D(x): 1.0000 D(G(z)): 0.0237 / 0.0007 [2508/10000][0/13] Loss_D: 0.0020 Loss_G: 8.1885 D(x): 0.9994 D(G(z)): 0.0015 / 0.0008 [2509/10000][0/13] Loss_D: 0.0046 Loss_G: 7.1849 D(x): 0.9995 D(G(z)): 0.0041 / 0.0011 [2510/10000][0/13] Loss_D: 0.1466 Loss_G: 14.4393 D(x): 0.9981 D(G(z)): 0.0843 / 0.0003 [2511/10000][0/13] Loss_D: 0.0030 Loss_G: 20.5978 D(x): 0.9998 D(G(z)): 0.0028 / 0.0020 [2512/10000][0/13] Loss_D: 0.0079 Loss_G: 15.8003 D(x): 0.9947 D(G(z)): 0.0024 / 0.0018 [2513/10000][0/13] Loss_D: 0.0011 Loss_G: 16.3118 D(x): 0.9999 D(G(z)): 0.0010 / 0.0008 [2514/10000][0/13] Loss_D: 0.0035 Loss_G: 9.1923 D(x): 0.9984 D(G(z)): 0.0019 / 0.0012 [2515/10000][0/13] Loss_D: 0.0072 Loss_G: 8.6084 D(x): 0.9961 D(G(z)): 0.0033 / 0.0018 [2516/10000][0/13] Loss_D: 0.0134 Loss_G: 7.3685 D(x): 0.9969 D(G(z)): 0.0102 / 0.0030 [2517/10000][0/13] Loss_D: 0.0012 Loss_G: 16.1377 D(x): 0.9989 D(G(z)): 0.0001 / 0.0000 [2518/10000][0/13] Loss_D: 1.2326 Loss_G: 37.9238 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [2519/10000][0/13] Loss_D: 0.0022 Loss_G: 22.6615 D(x): 1.0000 D(G(z)): 0.0022 / 0.0010 [2520/10000][0/13] Loss_D: 0.0061 Loss_G: 13.0603 D(x): 0.9999 D(G(z)): 0.0060 / 0.0019 [2521/10000][0/13] Loss_D: 0.0168 Loss_G: 11.8782 D(x): 1.0000 D(G(z)): 0.0166 / 0.0024 [2522/10000][0/13] Loss_D: 2.3331 Loss_G: 9.5808 D(x): 0.9181 D(G(z)): 0.0028 / 0.0026 [2523/10000][0/13] Loss_D: 0.0139 Loss_G: 5.8008 D(x): 0.9969 D(G(z)): 0.0107 / 0.0036 [2524/10000][0/13] Loss_D: 0.0249 Loss_G: 5.8002 D(x): 0.9972 D(G(z)): 0.0217 / 0.0037 [2525/10000][0/13] Loss_D: 0.0024 Loss_G: 6.6497 D(x): 0.9999 D(G(z)): 0.0023 / 0.0022 [2526/10000][0/13] Loss_D: 0.0041 Loss_G: 6.4483 D(x): 0.9994 D(G(z)): 0.0035 / 0.0020 [2527/10000][0/13] Loss_D: 0.0014 Loss_G: 7.3347 D(x): 0.9998 D(G(z)): 0.0012 / 0.0010 [2528/10000][0/13] Loss_D: 0.0038 Loss_G: 8.1886 D(x): 0.9969 D(G(z)): 0.0006 / 0.0005 [2529/10000][0/13] Loss_D: 0.0042 Loss_G: 21.4325 D(x): 0.9997 D(G(z)): 0.0039 / 0.0023 [2530/10000][0/13] Loss_D: 0.4357 Loss_G: 17.2324 D(x): 0.9687 D(G(z)): 0.0301 / 0.0036 [2531/10000][0/13] Loss_D: 0.0044 Loss_G: 17.0605 D(x): 0.9999 D(G(z)): 0.0043 / 0.0026 [2532/10000][0/13] Loss_D: 0.0008 Loss_G: 13.1251 D(x): 0.9998 D(G(z)): 0.0006 / 0.0007 [2533/10000][0/13] Loss_D: 0.0009 Loss_G: 18.9138 D(x): 0.9994 D(G(z)): 0.0003 / 0.0004 [2534/10000][0/13] Loss_D: 0.0018 Loss_G: 22.5845 D(x): 0.9989 D(G(z)): 0.0007 / 0.0004 [2535/10000][0/13] Loss_D: 1.3831 Loss_G: 15.7495 D(x): 0.9673 D(G(z)): 0.0007 / 0.0004 [2536/10000][0/13] Loss_D: 0.0086 Loss_G: 8.5719 D(x): 0.9934 D(G(z)): 0.0019 / 0.0018 [2537/10000][0/13] Loss_D: 0.0037 Loss_G: 6.9588 D(x): 0.9999 D(G(z)): 0.0036 / 0.0020 [2538/10000][0/13] Loss_D: 0.0071 Loss_G: 6.1573 D(x): 0.9997 D(G(z)): 0.0068 / 0.0029 [2539/10000][0/13] Loss_D: 0.0036 Loss_G: 7.3169 D(x): 0.9989 D(G(z)): 0.0024 / 0.0012 [2540/10000][0/13] Loss_D: 0.0008 Loss_G: 8.8112 D(x): 0.9998 D(G(z)): 0.0006 / 0.0003 [2541/10000][0/13] Loss_D: 1.2857 Loss_G: 11.2665 D(x): 0.9677 D(G(z)): 0.0001 / 0.0001 [2542/10000][0/13] Loss_D: 0.0017 Loss_G: 7.2472 D(x): 0.9998 D(G(z)): 0.0015 / 0.0011 [2543/10000][0/13] Loss_D: 0.0067 Loss_G: 7.1500 D(x): 0.9947 D(G(z)): 0.0013 / 0.0012 [2544/10000][0/13] Loss_D: 1.2259 Loss_G: 13.2325 D(x): 0.9682 D(G(z)): 0.0668 / 0.0002 [2545/10000][0/13] Loss_D: 0.0007 Loss_G: 12.3765 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [2546/10000][0/13] Loss_D: 0.0089 Loss_G: 7.1851 D(x): 0.9952 D(G(z)): 0.0040 / 0.0022 [2547/10000][0/13] Loss_D: 0.0029 Loss_G: 7.2755 D(x): 0.9998 D(G(z)): 0.0027 / 0.0011 [2548/10000][0/13] Loss_D: 0.0048 Loss_G: 6.8802 D(x): 0.9993 D(G(z)): 0.0040 / 0.0024 [2549/10000][0/13] Loss_D: 0.0039 Loss_G: 7.6668 D(x): 0.9978 D(G(z)): 0.0016 / 0.0012 [2550/10000][0/13] Loss_D: 0.0096 Loss_G: 27.1073 D(x): 0.9938 D(G(z)): 0.0029 / 0.0090 [2551/10000][0/13] Loss_D: 0.0106 Loss_G: 26.2176 D(x): 0.9988 D(G(z)): 0.0092 / 0.0003 [2552/10000][0/13] Loss_D: 0.0041 Loss_G: 17.7098 D(x): 0.9999 D(G(z)): 0.0040 / 0.0013 [2553/10000][0/13] Loss_D: 0.0027 Loss_G: 16.1751 D(x): 0.9990 D(G(z)): 0.0016 / 0.0013 [2554/10000][0/13] Loss_D: 0.0048 Loss_G: 14.0740 D(x): 0.9964 D(G(z)): 0.0013 / 0.0009 [2555/10000][0/13] Loss_D: 0.0033 Loss_G: 13.2050 D(x): 0.9970 D(G(z)): 0.0001 / 0.0002 [2556/10000][0/13] Loss_D: 0.0013 Loss_G: 10.1378 D(x): 0.9996 D(G(z)): 0.0009 / 0.0007 [2557/10000][0/13] Loss_D: 0.1756 Loss_G: 17.9199 D(x): 1.0000 D(G(z)): 0.1344 / 0.0008 [2558/10000][0/13] Loss_D: 0.0488 Loss_G: 14.7075 D(x): 0.9723 D(G(z)): 0.0022 / 0.0033 [2559/10000][0/13] Loss_D: 0.0023 Loss_G: 14.2171 D(x): 1.0000 D(G(z)): 0.0023 / 0.0015 [2560/10000][0/13] Loss_D: 0.0007 Loss_G: 8.7455 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [2561/10000][0/13] Loss_D: 0.0028 Loss_G: 7.0564 D(x): 0.9997 D(G(z)): 0.0025 / 0.0012 [2562/10000][0/13] Loss_D: 0.0057 Loss_G: 6.6659 D(x): 0.9997 D(G(z)): 0.0053 / 0.0024 [2563/10000][0/13] Loss_D: 0.3617 Loss_G: 15.8496 D(x): 1.0000 D(G(z)): 0.1895 / 0.0082 [2564/10000][0/13] Loss_D: 0.1004 Loss_G: 14.3306 D(x): 0.9697 D(G(z)): 0.0000 / 0.0001 [2565/10000][0/13] Loss_D: 0.0049 Loss_G: 6.7976 D(x): 1.0000 D(G(z)): 0.0048 / 0.0026 [2566/10000][0/13] Loss_D: 0.0050 Loss_G: 6.6730 D(x): 0.9995 D(G(z)): 0.0045 / 0.0023 [2567/10000][0/13] Loss_D: 0.0013 Loss_G: 8.8774 D(x): 0.9991 D(G(z)): 0.0004 / 0.0003 [2568/10000][0/13] Loss_D: 0.0132 Loss_G: 5.3962 D(x): 0.9996 D(G(z)): 0.0127 / 0.0072 [2569/10000][0/13] Loss_D: 0.0027 Loss_G: 6.7125 D(x): 0.9993 D(G(z)): 0.0020 / 0.0018 [2570/10000][0/13] Loss_D: 0.0033 Loss_G: 6.8114 D(x): 0.9995 D(G(z)): 0.0027 / 0.0018 [2571/10000][0/13] Loss_D: 0.0087 Loss_G: 6.2701 D(x): 0.9995 D(G(z)): 0.0081 / 0.0029 [2572/10000][0/13] Loss_D: 0.0015 Loss_G: 10.5883 D(x): 0.9997 D(G(z)): 0.0012 / 0.0007 [2573/10000][0/13] Loss_D: 0.0257 Loss_G: 17.9258 D(x): 0.9999 D(G(z)): 0.0248 / 0.0044 [2574/10000][0/13] Loss_D: 0.0021 Loss_G: 22.2691 D(x): 1.0000 D(G(z)): 0.0021 / 0.0018 [2575/10000][0/13] Loss_D: 0.0057 Loss_G: 18.4941 D(x): 0.9999 D(G(z)): 0.0056 / 0.0019 [2576/10000][0/13] Loss_D: 0.0019 Loss_G: 18.5005 D(x): 0.9999 D(G(z)): 0.0019 / 0.0015 [2577/10000][0/13] Loss_D: 0.0165 Loss_G: 14.4222 D(x): 0.9926 D(G(z)): 0.0088 / 0.0045 [2578/10000][0/13] Loss_D: 0.0039 Loss_G: 16.1553 D(x): 0.9986 D(G(z)): 0.0025 / 0.0014 [2579/10000][0/13] Loss_D: 2.1439 Loss_G: 11.7738 D(x): 0.9496 D(G(z)): 0.0048 / 0.0041 [2580/10000][0/13] Loss_D: 0.0152 Loss_G: 7.3233 D(x): 0.9997 D(G(z)): 0.0143 / 0.0079 [2581/10000][0/13] Loss_D: 0.0214 Loss_G: 6.6096 D(x): 0.9943 D(G(z)): 0.0151 / 0.0025 [2582/10000][0/13] Loss_D: 0.0012 Loss_G: 8.7343 D(x): 0.9993 D(G(z)): 0.0005 / 0.0004 [2583/10000][0/13] Loss_D: 3.3385 Loss_G: 28.9905 D(x): 0.9687 D(G(z)): 0.3376 / 0.0000 [2584/10000][0/13] Loss_D: 0.0003 Loss_G: 20.5688 D(x): 1.0000 D(G(z)): 0.0003 / 0.0001 [2585/10000][0/13] Loss_D: 0.0014 Loss_G: 20.4871 D(x): 0.9998 D(G(z)): 0.0012 / 0.0006 [2586/10000][0/13] Loss_D: 1.1545 Loss_G: 8.4946 D(x): 0.9687 D(G(z)): 0.0006 / 0.0005 [2587/10000][0/13] Loss_D: 0.0299 Loss_G: 6.2709 D(x): 0.9957 D(G(z)): 0.0248 / 0.0045 [2588/10000][0/13] Loss_D: 0.0050 Loss_G: 6.8717 D(x): 0.9999 D(G(z)): 0.0049 / 0.0020 [2589/10000][0/13] Loss_D: 0.0893 Loss_G: 10.0059 D(x): 0.9992 D(G(z)): 0.0780 / 0.0008 [2590/10000][0/13] Loss_D: 0.0020 Loss_G: 9.2587 D(x): 0.9995 D(G(z)): 0.0016 / 0.0012 [2591/10000][0/13] Loss_D: 0.0084 Loss_G: 6.8665 D(x): 0.9999 D(G(z)): 0.0081 / 0.0024 [2592/10000][0/13] Loss_D: 0.0039 Loss_G: 7.2704 D(x): 0.9997 D(G(z)): 0.0035 / 0.0031 [2593/10000][0/13] Loss_D: 0.0022 Loss_G: 7.0436 D(x): 0.9999 D(G(z)): 0.0020 / 0.0025 [2594/10000][0/13] Loss_D: 1.4924 Loss_G: 7.5092 D(x): 0.9685 D(G(z)): 0.0218 / 0.0011 [2595/10000][0/13] Loss_D: 0.0063 Loss_G: 11.9486 D(x): 0.9947 D(G(z)): 0.0006 / 0.0006 [2596/10000][0/13] Loss_D: 0.0052 Loss_G: 6.3385 D(x): 0.9994 D(G(z)): 0.0046 / 0.0042 [2597/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9656 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [2598/10000][0/13] Loss_D: 0.0016 Loss_G: 7.9575 D(x): 0.9995 D(G(z)): 0.0011 / 0.0016 [2599/10000][0/13] Loss_D: 0.0026 Loss_G: 7.2615 D(x): 0.9990 D(G(z)): 0.0016 / 0.0012 [2600/10000][0/13] Loss_D: 0.0014 Loss_G: 10.3539 D(x): 0.9992 D(G(z)): 0.0005 / 0.0005 [2601/10000][0/13] Loss_D: 1.3065 Loss_G: 17.0273 D(x): 0.9683 D(G(z)): 0.0015 / 0.0009 [2602/10000][0/13] Loss_D: 0.0042 Loss_G: 12.4384 D(x): 0.9962 D(G(z)): 0.0003 / 0.0003 [2603/10000][0/13] Loss_D: 0.6949 Loss_G: 24.4376 D(x): 0.9999 D(G(z)): 0.3028 / 0.0000 [2604/10000][0/13] Loss_D: 0.5561 Loss_G: 22.7007 D(x): 0.9677 D(G(z)): 0.0025 / 0.0011 [2605/10000][0/13] Loss_D: 0.0066 Loss_G: 14.4809 D(x): 0.9983 D(G(z)): 0.0046 / 0.0009 [2606/10000][0/13] Loss_D: 0.0045 Loss_G: 6.5608 D(x): 0.9983 D(G(z)): 0.0028 / 0.0017 [2607/10000][0/13] Loss_D: 0.0046 Loss_G: 6.2170 D(x): 0.9999 D(G(z)): 0.0045 / 0.0042 [2608/10000][0/13] Loss_D: 0.0082 Loss_G: 6.4041 D(x): 0.9973 D(G(z)): 0.0054 / 0.0028 [2609/10000][0/13] Loss_D: 0.0093 Loss_G: 7.6272 D(x): 0.9917 D(G(z)): 0.0006 / 0.0006 [2610/10000][0/13] Loss_D: 0.0136 Loss_G: 7.1008 D(x): 0.9888 D(G(z)): 0.0020 / 0.0017 [2611/10000][0/13] Loss_D: 0.0630 Loss_G: 8.3924 D(x): 0.9955 D(G(z)): 0.0504 / 0.0003 [2612/10000][0/13] Loss_D: 0.0013 Loss_G: 8.2766 D(x): 0.9996 D(G(z)): 0.0009 / 0.0007 [2613/10000][0/13] Loss_D: 0.0027 Loss_G: 6.9716 D(x): 0.9992 D(G(z)): 0.0019 / 0.0012 [2614/10000][0/13] Loss_D: 0.0071 Loss_G: 6.0634 D(x): 0.9999 D(G(z)): 0.0070 / 0.0036 [2615/10000][0/13] Loss_D: 0.0630 Loss_G: 19.5885 D(x): 0.9999 D(G(z)): 0.0501 / 0.0010 [2616/10000][0/13] Loss_D: 0.0082 Loss_G: 7.5377 D(x): 1.0000 D(G(z)): 0.0080 / 0.0023 [2617/10000][0/13] Loss_D: 0.0026 Loss_G: 7.2997 D(x): 0.9998 D(G(z)): 0.0024 / 0.0017 [2618/10000][0/13] Loss_D: 0.0008 Loss_G: 10.0950 D(x): 0.9998 D(G(z)): 0.0006 / 0.0004 [2619/10000][0/13] Loss_D: 0.0040 Loss_G: 6.7848 D(x): 1.0000 D(G(z)): 0.0040 / 0.0023 [2620/10000][0/13] Loss_D: 0.0056 Loss_G: 6.7786 D(x): 0.9988 D(G(z)): 0.0044 / 0.0018 [2621/10000][0/13] Loss_D: 0.5020 Loss_G: 22.5072 D(x): 1.0000 D(G(z)): 0.2849 / 0.0000 [2622/10000][0/13] Loss_D: 0.0049 Loss_G: 31.1338 D(x): 0.9999 D(G(z)): 0.0047 / 0.0010 [2623/10000][0/13] Loss_D: 0.0062 Loss_G: 14.4060 D(x): 1.0000 D(G(z)): 0.0061 / 0.0069 [2624/10000][0/13] Loss_D: 0.0045 Loss_G: 14.8515 D(x): 0.9984 D(G(z)): 0.0028 / 0.0021 [2625/10000][0/13] Loss_D: 0.0009 Loss_G: 14.3591 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [2626/10000][0/13] Loss_D: 0.0082 Loss_G: 5.8066 D(x): 0.9982 D(G(z)): 0.0063 / 0.0097 [2627/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8753 D(x): 0.9994 D(G(z)): 0.0006 / 0.0005 [2628/10000][0/13] Loss_D: 0.0184 Loss_G: 5.5322 D(x): 0.9999 D(G(z)): 0.0178 / 0.0068 [2629/10000][0/13] Loss_D: 0.0054 Loss_G: 7.0819 D(x): 0.9987 D(G(z)): 0.0041 / 0.0016 [2630/10000][0/13] Loss_D: 0.0080 Loss_G: 6.2360 D(x): 0.9990 D(G(z)): 0.0070 / 0.0025 [2631/10000][0/13] Loss_D: 0.0165 Loss_G: 6.0147 D(x): 0.9974 D(G(z)): 0.0137 / 0.0045 [2632/10000][0/13] Loss_D: 0.0025 Loss_G: 6.9280 D(x): 0.9991 D(G(z)): 0.0016 / 0.0014 [2633/10000][0/13] Loss_D: 0.0140 Loss_G: 14.6113 D(x): 0.9999 D(G(z)): 0.0135 / 0.0134 [2634/10000][0/13] Loss_D: 0.0010 Loss_G: 7.5816 D(x): 0.9999 D(G(z)): 0.0010 / 0.0008 [2635/10000][0/13] Loss_D: 0.0015 Loss_G: 7.4542 D(x): 1.0000 D(G(z)): 0.0014 / 0.0012 [2636/10000][0/13] Loss_D: 0.0531 Loss_G: 6.5191 D(x): 1.0000 D(G(z)): 0.0508 / 0.0078 [2637/10000][0/13] Loss_D: 0.0059 Loss_G: 6.6951 D(x): 0.9999 D(G(z)): 0.0058 / 0.0203 [2638/10000][0/13] Loss_D: 0.0081 Loss_G: 15.7685 D(x): 0.9947 D(G(z)): 0.0024 / 0.0015 [2639/10000][0/13] Loss_D: 0.0012 Loss_G: 14.7833 D(x): 0.9999 D(G(z)): 0.0011 / 0.0005 [2640/10000][0/13] Loss_D: 0.0001 Loss_G: 16.6820 D(x): 0.9999 D(G(z)): 0.0001 / 0.0013 [2641/10000][0/13] Loss_D: 0.0050 Loss_G: 8.9318 D(x): 0.9995 D(G(z)): 0.0044 / 0.0031 [2642/10000][0/13] Loss_D: 0.0036 Loss_G: 6.9109 D(x): 0.9999 D(G(z)): 0.0035 / 0.0019 [2643/10000][0/13] Loss_D: 0.0016 Loss_G: 7.7265 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [2644/10000][0/13] Loss_D: 0.0086 Loss_G: 15.3075 D(x): 0.9917 D(G(z)): 0.0000 / 0.0000 [2645/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7965 D(x): 0.9998 D(G(z)): 0.0015 / 0.0011 [2646/10000][0/13] Loss_D: 0.0054 Loss_G: 6.7580 D(x): 0.9993 D(G(z)): 0.0046 / 0.0028 [2647/10000][0/13] Loss_D: 0.0054 Loss_G: 6.3331 D(x): 0.9995 D(G(z)): 0.0049 / 0.0033 [2648/10000][0/13] Loss_D: 0.0035 Loss_G: 6.8975 D(x): 0.9993 D(G(z)): 0.0028 / 0.0019 [2649/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7809 D(x): 0.9990 D(G(z)): 0.0007 / 0.0006 [2650/10000][0/13] Loss_D: 0.0021 Loss_G: 6.5148 D(x): 1.0000 D(G(z)): 0.0021 / 0.0023 [2651/10000][0/13] Loss_D: 0.0063 Loss_G: 6.3862 D(x): 0.9991 D(G(z)): 0.0053 / 0.0030 [2652/10000][0/13] Loss_D: 0.0298 Loss_G: 8.1794 D(x): 0.9723 D(G(z)): 0.0003 / 0.0007 [2653/10000][0/13] Loss_D: 0.0080 Loss_G: 7.4777 D(x): 0.9990 D(G(z)): 0.0066 / 0.0012 [2654/10000][0/13] Loss_D: 0.0039 Loss_G: 7.7622 D(x): 0.9996 D(G(z)): 0.0035 / 0.0008 [2655/10000][0/13] Loss_D: 0.0008 Loss_G: 41.0155 D(x): 1.0000 D(G(z)): 0.0008 / 0.0008 [2656/10000][0/13] Loss_D: 0.8378 Loss_G: 19.0844 D(x): 0.9686 D(G(z)): 0.0010 / 0.0002 [2657/10000][0/13] Loss_D: 0.0007 Loss_G: 10.9331 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [2658/10000][0/13] Loss_D: 0.0053 Loss_G: 6.9144 D(x): 0.9999 D(G(z)): 0.0051 / 0.0015 [2659/10000][0/13] Loss_D: 0.0012 Loss_G: 10.7414 D(x): 0.9989 D(G(z)): 0.0001 / 0.0001 [2660/10000][0/13] Loss_D: 0.0053 Loss_G: 6.2583 D(x): 0.9997 D(G(z)): 0.0049 / 0.0025 [2661/10000][0/13] Loss_D: 0.0010 Loss_G: 8.8327 D(x): 0.9995 D(G(z)): 0.0004 / 0.0002 [2662/10000][0/13] Loss_D: 0.0061 Loss_G: 6.2020 D(x): 0.9998 D(G(z)): 0.0059 / 0.0026 [2663/10000][0/13] Loss_D: 0.0027 Loss_G: 6.6470 D(x): 0.9997 D(G(z)): 0.0024 / 0.0018 [2664/10000][0/13] Loss_D: 0.0062 Loss_G: 8.2697 D(x): 0.9944 D(G(z)): 0.0005 / 0.0004 [2665/10000][0/13] Loss_D: 0.0101 Loss_G: 6.0083 D(x): 0.9995 D(G(z)): 0.0096 / 0.0034 [2666/10000][0/13] Loss_D: 0.0041 Loss_G: 6.9592 D(x): 0.9998 D(G(z)): 0.0039 / 0.0015 [2667/10000][0/13] Loss_D: 0.0109 Loss_G: 6.8563 D(x): 0.9961 D(G(z)): 0.0068 / 0.0036 [2668/10000][0/13] Loss_D: 0.0044 Loss_G: 6.8596 D(x): 0.9989 D(G(z)): 0.0033 / 0.0018 [2669/10000][0/13] Loss_D: 0.0004 Loss_G: 14.9649 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [2670/10000][0/13] Loss_D: 0.0013 Loss_G: 13.3996 D(x): 0.9999 D(G(z)): 0.0012 / 0.0008 [2671/10000][0/13] Loss_D: 0.0033 Loss_G: 12.9045 D(x): 1.0000 D(G(z)): 0.0032 / 0.0018 [2672/10000][0/13] Loss_D: 0.0014 Loss_G: 11.0499 D(x): 0.9998 D(G(z)): 0.0012 / 0.0017 [2673/10000][0/13] Loss_D: 0.0039 Loss_G: 9.5114 D(x): 0.9973 D(G(z)): 0.0013 / 0.0012 [2674/10000][0/13] Loss_D: 0.0028 Loss_G: 8.0480 D(x): 0.9997 D(G(z)): 0.0025 / 0.0018 [2675/10000][0/13] Loss_D: 0.0010 Loss_G: 8.7817 D(x): 0.9999 D(G(z)): 0.0009 / 0.0005 [2676/10000][0/13] Loss_D: 0.0023 Loss_G: 7.6077 D(x): 0.9988 D(G(z)): 0.0011 / 0.0023 [2677/10000][0/13] Loss_D: 0.0040 Loss_G: 6.9620 D(x): 0.9988 D(G(z)): 0.0028 / 0.0024 [2678/10000][0/13] Loss_D: 0.0881 Loss_G: 11.0721 D(x): 0.9998 D(G(z)): 0.0648 / 0.0003 [2679/10000][0/13] Loss_D: 0.0031 Loss_G: 6.9794 D(x): 0.9994 D(G(z)): 0.0025 / 0.0016 [2680/10000][0/13] Loss_D: 0.0013 Loss_G: 8.1034 D(x): 0.9995 D(G(z)): 0.0008 / 0.0006 [2681/10000][0/13] Loss_D: 0.0290 Loss_G: 7.0019 D(x): 0.9988 D(G(z)): 0.0250 / 0.0018 [2682/10000][0/13] Loss_D: 0.0018 Loss_G: 7.8120 D(x): 0.9996 D(G(z)): 0.0015 / 0.0011 [2683/10000][0/13] Loss_D: 0.0024 Loss_G: 7.5060 D(x): 1.0000 D(G(z)): 0.0024 / 0.0016 [2684/10000][0/13] Loss_D: 0.0078 Loss_G: 7.5385 D(x): 1.0000 D(G(z)): 0.0077 / 0.0023 [2685/10000][0/13] Loss_D: 0.0011 Loss_G: 8.2092 D(x): 0.9998 D(G(z)): 0.0009 / 0.0008 [2686/10000][0/13] Loss_D: 0.0070 Loss_G: 8.7423 D(x): 0.9937 D(G(z)): 0.0006 / 0.0005 [2687/10000][0/13] Loss_D: 0.0004 Loss_G: 10.0556 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [2688/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8561 D(x): 0.9995 D(G(z)): 0.0004 / 0.0003 [2689/10000][0/13] Loss_D: 0.1287 Loss_G: 13.8811 D(x): 1.0000 D(G(z)): 0.1063 / 0.0005 [2690/10000][0/13] Loss_D: 0.0010 Loss_G: 9.1672 D(x): 0.9994 D(G(z)): 0.0004 / 0.0003 [2691/10000][0/13] Loss_D: 0.0007 Loss_G: 8.4315 D(x): 0.9998 D(G(z)): 0.0005 / 0.0004 [2692/10000][0/13] Loss_D: 0.0077 Loss_G: 6.2864 D(x): 0.9991 D(G(z)): 0.0068 / 0.0029 [2693/10000][0/13] Loss_D: 0.0412 Loss_G: 7.5242 D(x): 1.0000 D(G(z)): 0.0391 / 0.0012 [2694/10000][0/13] Loss_D: 0.0044 Loss_G: 7.2602 D(x): 0.9995 D(G(z)): 0.0039 / 0.0018 [2695/10000][0/13] Loss_D: 0.0013 Loss_G: 8.2519 D(x): 0.9995 D(G(z)): 0.0008 / 0.0006 [2696/10000][0/13] Loss_D: 0.3875 Loss_G: 2.6090 D(x): 0.8319 D(G(z)): 0.0018 / 0.1919 [2697/10000][0/13] Loss_D: 0.0024 Loss_G: 22.1379 D(x): 0.9999 D(G(z)): 0.0023 / 0.0003 [2698/10000][0/13] Loss_D: 0.0053 Loss_G: 16.5726 D(x): 0.9963 D(G(z)): 0.0016 / 0.0008 [2699/10000][0/13] Loss_D: 0.0073 Loss_G: 7.4193 D(x): 1.0000 D(G(z)): 0.0072 / 0.0027 [2700/10000][0/13] Loss_D: 0.0171 Loss_G: 7.0252 D(x): 1.0000 D(G(z)): 0.0166 / 0.0020 [2701/10000][0/13] Loss_D: 0.0334 Loss_G: 6.6333 D(x): 0.9799 D(G(z)): 0.0014 / 0.0369 [2702/10000][0/13] Loss_D: 0.0118 Loss_G: 19.1396 D(x): 0.9898 D(G(z)): 0.0006 / 0.0005 [2703/10000][0/13] Loss_D: 0.0012 Loss_G: 17.9260 D(x): 1.0000 D(G(z)): 0.0012 / 0.0007 [2704/10000][0/13] Loss_D: 0.0420 Loss_G: 8.8866 D(x): 0.9692 D(G(z)): 0.0041 / 0.0032 [2705/10000][0/13] Loss_D: 0.0026 Loss_G: 12.0289 D(x): 1.0000 D(G(z)): 0.0025 / 0.0034 [2706/10000][0/13] Loss_D: 0.0025 Loss_G: 10.9360 D(x): 0.9979 D(G(z)): 0.0004 / 0.0003 [2707/10000][0/13] Loss_D: 0.0009 Loss_G: 11.5492 D(x): 0.9996 D(G(z)): 0.0004 / 0.0004 [2708/10000][0/13] Loss_D: 0.0051 Loss_G: 7.1019 D(x): 1.0000 D(G(z)): 0.0050 / 0.0031 [2709/10000][0/13] Loss_D: 0.0107 Loss_G: 7.4850 D(x): 0.9906 D(G(z)): 0.0011 / 0.0008 [2710/10000][0/13] Loss_D: 0.0078 Loss_G: 5.3694 D(x): 1.0000 D(G(z)): 0.0077 / 0.0092 [2711/10000][0/13] Loss_D: 0.0018 Loss_G: 7.9286 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [2712/10000][0/13] Loss_D: 0.0033 Loss_G: 6.8120 D(x): 0.9988 D(G(z)): 0.0021 / 0.0017 [2713/10000][0/13] Loss_D: 0.0035 Loss_G: 6.8984 D(x): 0.9998 D(G(z)): 0.0034 / 0.0022 [2714/10000][0/13] Loss_D: 0.0024 Loss_G: 7.2316 D(x): 0.9997 D(G(z)): 0.0021 / 0.0015 [2715/10000][0/13] Loss_D: 0.0030 Loss_G: 7.0240 D(x): 0.9999 D(G(z)): 0.0029 / 0.0013 [2716/10000][0/13] Loss_D: 1.7429 Loss_G: 22.9631 D(x): 0.9999 D(G(z)): 0.3332 / 0.0000 [2717/10000][0/13] Loss_D: 0.6824 Loss_G: 26.2351 D(x): 0.9686 D(G(z)): 0.0021 / 0.0009 [2718/10000][0/13] Loss_D: 0.0025 Loss_G: 15.2890 D(x): 0.9995 D(G(z)): 0.0021 / 0.0015 [2719/10000][0/13] Loss_D: 0.0013 Loss_G: 8.3561 D(x): 0.9997 D(G(z)): 0.0010 / 0.0006 [2720/10000][0/13] Loss_D: 0.0007 Loss_G: 8.5835 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [2721/10000][0/13] Loss_D: 0.0339 Loss_G: 5.4012 D(x): 0.9803 D(G(z)): 0.0037 / 0.0682 [2722/10000][0/13] Loss_D: 0.0020 Loss_G: 17.0876 D(x): 1.0000 D(G(z)): 0.0019 / 0.0009 [2723/10000][0/13] Loss_D: 0.0007 Loss_G: 40.8789 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [2724/10000][0/13] Loss_D: 0.0006 Loss_G: 21.9276 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [2725/10000][0/13] Loss_D: 0.0014 Loss_G: 21.4259 D(x): 0.9999 D(G(z)): 0.0013 / 0.0022 [2726/10000][0/13] Loss_D: 0.0015 Loss_G: 14.7603 D(x): 0.9998 D(G(z)): 0.0013 / 0.0014 [2727/10000][0/13] Loss_D: 0.0070 Loss_G: 7.2145 D(x): 0.9970 D(G(z)): 0.0040 / 0.0018 [2728/10000][0/13] Loss_D: 0.0019 Loss_G: 7.3788 D(x): 0.9998 D(G(z)): 0.0017 / 0.0010 [2729/10000][0/13] Loss_D: 0.0208 Loss_G: 6.6597 D(x): 0.9987 D(G(z)): 0.0191 / 0.0024 [2730/10000][0/13] Loss_D: 1.7564 Loss_G: 4.9392 D(x): 0.9366 D(G(z)): 0.0175 / 0.0112 [2731/10000][0/13] Loss_D: 0.0050 Loss_G: 6.4603 D(x): 0.9998 D(G(z)): 0.0047 / 0.0058 [2732/10000][0/13] Loss_D: 0.0024 Loss_G: 6.8637 D(x): 0.9999 D(G(z)): 0.0023 / 0.0017 [2733/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8052 D(x): 0.9998 D(G(z)): 0.0010 / 0.0010 [2734/10000][0/13] Loss_D: 0.0108 Loss_G: 6.5140 D(x): 0.9917 D(G(z)): 0.0020 / 0.0022 [2735/10000][0/13] Loss_D: 0.4156 Loss_G: 20.1686 D(x): 0.9601 D(G(z)): 0.0103 / 0.0177 [2736/10000][0/13] Loss_D: 0.4310 Loss_G: 27.6499 D(x): 0.9999 D(G(z)): 0.1825 / 0.0001 [2737/10000][0/13] Loss_D: 0.0165 Loss_G: 28.1149 D(x): 0.9916 D(G(z)): 0.0072 / 0.0012 [2738/10000][0/13] Loss_D: 0.1669 Loss_G: 10.8679 D(x): 0.9012 D(G(z)): 0.0021 / 0.0178 [2739/10000][0/13] Loss_D: 0.0074 Loss_G: 6.7589 D(x): 0.9998 D(G(z)): 0.0072 / 0.0019 [2740/10000][0/13] Loss_D: 0.0045 Loss_G: 12.8673 D(x): 0.9996 D(G(z)): 0.0040 / 0.0120 [2741/10000][0/13] Loss_D: 0.0055 Loss_G: 15.0596 D(x): 0.9999 D(G(z)): 0.0054 / 0.0023 [2742/10000][0/13] Loss_D: 0.0010 Loss_G: 11.6110 D(x): 0.9996 D(G(z)): 0.0006 / 0.0004 [2743/10000][0/13] Loss_D: 0.0076 Loss_G: 11.4625 D(x): 0.9966 D(G(z)): 0.0040 / 0.0012 [2744/10000][0/13] Loss_D: 0.0011 Loss_G: 10.2478 D(x): 0.9997 D(G(z)): 0.0008 / 0.0005 [2745/10000][0/13] Loss_D: 0.0037 Loss_G: 7.0866 D(x): 0.9992 D(G(z)): 0.0029 / 0.0018 [2746/10000][0/13] Loss_D: 0.0169 Loss_G: 6.3530 D(x): 1.0000 D(G(z)): 0.0165 / 0.0027 [2747/10000][0/13] Loss_D: 0.0032 Loss_G: 7.0408 D(x): 0.9984 D(G(z)): 0.0016 / 0.0012 [2748/10000][0/13] Loss_D: 0.0023 Loss_G: 7.8005 D(x): 0.9989 D(G(z)): 0.0012 / 0.0009 [2749/10000][0/13] Loss_D: 0.0078 Loss_G: 9.7610 D(x): 0.9997 D(G(z)): 0.0074 / 0.0073 [2750/10000][0/13] Loss_D: 0.0015 Loss_G: 6.2580 D(x): 0.9995 D(G(z)): 0.0010 / 0.0908 [2751/10000][0/13] Loss_D: 0.0254 Loss_G: 13.7737 D(x): 1.0000 D(G(z)): 0.0234 / 0.0022 [2752/10000][0/13] Loss_D: 0.0048 Loss_G: 11.9518 D(x): 0.9999 D(G(z)): 0.0047 / 0.0020 [2753/10000][0/13] Loss_D: 0.0055 Loss_G: 12.6592 D(x): 0.9946 D(G(z)): 0.0001 / 0.0000 [2754/10000][0/13] Loss_D: 0.0023 Loss_G: 7.3933 D(x): 1.0000 D(G(z)): 0.0023 / 0.0014 [2755/10000][0/13] Loss_D: 0.0064 Loss_G: 6.1739 D(x): 0.9992 D(G(z)): 0.0055 / 0.0030 [2756/10000][0/13] Loss_D: 0.0347 Loss_G: 6.0099 D(x): 0.9991 D(G(z)): 0.0295 / 0.0054 [2757/10000][0/13] Loss_D: 0.1675 Loss_G: 11.4938 D(x): 0.9988 D(G(z)): 0.1143 / 0.0003 [2758/10000][0/13] Loss_D: 0.0014 Loss_G: 7.6450 D(x): 1.0000 D(G(z)): 0.0014 / 0.0008 [2759/10000][0/13] Loss_D: 0.0015 Loss_G: 7.4283 D(x): 0.9998 D(G(z)): 0.0013 / 0.0009 [2760/10000][0/13] Loss_D: 0.0049 Loss_G: 15.6980 D(x): 0.9959 D(G(z)): 0.0007 / 0.0006 [2761/10000][0/13] Loss_D: 0.0242 Loss_G: 25.2026 D(x): 0.9998 D(G(z)): 0.0230 / 0.0023 [2762/10000][0/13] Loss_D: 0.0083 Loss_G: 23.9437 D(x): 0.9975 D(G(z)): 0.0058 / 0.0022 [2763/10000][0/13] Loss_D: 1.1716 Loss_G: 18.6859 D(x): 0.9685 D(G(z)): 0.0014 / 0.0011 [2764/10000][0/13] Loss_D: 0.0025 Loss_G: 14.6073 D(x): 0.9999 D(G(z)): 0.0024 / 0.0015 [2765/10000][0/13] Loss_D: 0.0194 Loss_G: 12.6146 D(x): 0.9969 D(G(z)): 0.0156 / 0.0015 [2766/10000][0/13] Loss_D: 0.0137 Loss_G: 7.3960 D(x): 0.9879 D(G(z)): 0.0010 / 0.0011 [2767/10000][0/13] Loss_D: 0.0055 Loss_G: 9.5622 D(x): 0.9953 D(G(z)): 0.0007 / 0.0005 [2768/10000][0/13] Loss_D: 0.0090 Loss_G: 6.8453 D(x): 0.9928 D(G(z)): 0.0016 / 0.0019 [2769/10000][0/13] Loss_D: 0.0073 Loss_G: 6.4179 D(x): 0.9989 D(G(z)): 0.0061 / 0.0033 [2770/10000][0/13] Loss_D: 0.0013 Loss_G: 7.9946 D(x): 0.9999 D(G(z)): 0.0012 / 0.0008 [2771/10000][0/13] Loss_D: 0.0077 Loss_G: 6.2495 D(x): 0.9969 D(G(z)): 0.0045 / 0.0031 [2772/10000][0/13] Loss_D: 0.0133 Loss_G: 6.3652 D(x): 0.9919 D(G(z)): 0.0049 / 0.0030 [2773/10000][0/13] Loss_D: 0.0011 Loss_G: 7.9452 D(x): 0.9997 D(G(z)): 0.0008 / 0.0006 [2774/10000][0/13] Loss_D: 0.0336 Loss_G: 8.2211 D(x): 0.9894 D(G(z)): 0.0192 / 0.0012 [2775/10000][0/13] Loss_D: 0.0016 Loss_G: 8.0714 D(x): 0.9997 D(G(z)): 0.0012 / 0.0010 [2776/10000][0/13] Loss_D: 0.5454 Loss_G: 12.7466 D(x): 0.9998 D(G(z)): 0.1764 / 0.0001 [2777/10000][0/13] Loss_D: 0.0016 Loss_G: 7.6702 D(x): 1.0000 D(G(z)): 0.0016 / 0.0014 [2778/10000][0/13] Loss_D: 0.0004 Loss_G: 8.5745 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [2779/10000][0/13] Loss_D: 0.0016 Loss_G: 8.9104 D(x): 0.9988 D(G(z)): 0.0004 / 0.0004 [2780/10000][0/13] Loss_D: 0.0014 Loss_G: 8.1327 D(x): 0.9997 D(G(z)): 0.0011 / 0.0009 [2781/10000][0/13] Loss_D: 0.0150 Loss_G: 7.3042 D(x): 0.9997 D(G(z)): 0.0142 / 0.0235 [2782/10000][0/13] Loss_D: 0.1102 Loss_G: 25.2440 D(x): 0.9513 D(G(z)): 0.0348 / 0.0001 [2783/10000][0/13] Loss_D: 0.0644 Loss_G: 11.9320 D(x): 1.0000 D(G(z)): 0.0565 / 0.0003 [2784/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2119 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [2785/10000][0/13] Loss_D: 0.0036 Loss_G: 6.4348 D(x): 0.9998 D(G(z)): 0.0033 / 0.0022 [2786/10000][0/13] Loss_D: 0.0019 Loss_G: 8.8058 D(x): 0.9998 D(G(z)): 0.0017 / 0.0008 [2787/10000][0/13] Loss_D: 0.0047 Loss_G: 10.0867 D(x): 0.9964 D(G(z)): 0.0010 / 0.0009 [2788/10000][0/13] Loss_D: 0.0470 Loss_G: 7.1292 D(x): 0.9644 D(G(z)): 0.0005 / 0.0013 [2789/10000][0/13] Loss_D: 0.0034 Loss_G: 6.8293 D(x): 0.9991 D(G(z)): 0.0025 / 0.0019 [2790/10000][0/13] Loss_D: 0.8802 Loss_G: 26.2274 D(x): 0.6849 D(G(z)): 0.0001 / 0.0774 [2791/10000][0/13] Loss_D: 0.0100 Loss_G: 19.6759 D(x): 0.9957 D(G(z)): 0.0056 / 0.0015 [2792/10000][0/13] Loss_D: 0.0318 Loss_G: 13.9618 D(x): 0.9998 D(G(z)): 0.0291 / 0.0008 [2793/10000][0/13] Loss_D: 0.0021 Loss_G: 7.9528 D(x): 0.9998 D(G(z)): 0.0018 / 0.0011 [2794/10000][0/13] Loss_D: 0.0012 Loss_G: 8.0793 D(x): 0.9999 D(G(z)): 0.0011 / 0.0007 [2795/10000][0/13] Loss_D: 0.0039 Loss_G: 6.8127 D(x): 0.9993 D(G(z)): 0.0033 / 0.0018 [2796/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7533 D(x): 0.9998 D(G(z)): 0.0015 / 0.0011 [2797/10000][0/13] Loss_D: 0.0076 Loss_G: 6.3701 D(x): 0.9999 D(G(z)): 0.0075 / 0.0027 [2798/10000][0/13] Loss_D: 0.0065 Loss_G: 6.3553 D(x): 0.9998 D(G(z)): 0.0063 / 0.0033 [2799/10000][0/13] Loss_D: 0.0047 Loss_G: 7.1400 D(x): 0.9990 D(G(z)): 0.0037 / 0.0023 [2800/10000][0/13] Loss_D: 0.0037 Loss_G: 7.4617 D(x): 0.9999 D(G(z)): 0.0035 / 0.0021 [2801/10000][0/13] Loss_D: 0.0012 Loss_G: 8.5910 D(x): 0.9993 D(G(z)): 0.0004 / 0.0003 [2802/10000][0/13] Loss_D: 0.0705 Loss_G: 6.5431 D(x): 0.9709 D(G(z)): 0.0005 / 0.0925 [2803/10000][0/13] Loss_D: 0.0005 Loss_G: 24.6532 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [2804/10000][0/13] Loss_D: 0.0063 Loss_G: 23.3704 D(x): 0.9989 D(G(z)): 0.0051 / 0.0020 [2805/10000][0/13] Loss_D: 0.0104 Loss_G: 19.8549 D(x): 0.9966 D(G(z)): 0.0068 / 0.0021 [2806/10000][0/13] Loss_D: 0.0129 Loss_G: 22.4743 D(x): 1.0000 D(G(z)): 0.0126 / 0.0015 [2807/10000][0/13] Loss_D: 0.0143 Loss_G: 13.6153 D(x): 0.9985 D(G(z)): 0.0120 / 0.0011 [2808/10000][0/13] Loss_D: 0.0034 Loss_G: 12.0349 D(x): 0.9995 D(G(z)): 0.0029 / 0.0017 [2809/10000][0/13] Loss_D: 0.0034 Loss_G: 8.8068 D(x): 0.9989 D(G(z)): 0.0023 / 0.0017 [2810/10000][0/13] Loss_D: 0.0054 Loss_G: 7.1509 D(x): 0.9997 D(G(z)): 0.0050 / 0.0027 [2811/10000][0/13] Loss_D: 0.0037 Loss_G: 6.7563 D(x): 0.9999 D(G(z)): 0.0036 / 0.0019 [2812/10000][0/13] Loss_D: 0.0011 Loss_G: 8.2714 D(x): 0.9999 D(G(z)): 0.0010 / 0.0008 [2813/10000][0/13] Loss_D: 0.0062 Loss_G: 7.8901 D(x): 0.9996 D(G(z)): 0.0058 / 0.0020 [2814/10000][0/13] Loss_D: 1.6296 Loss_G: 8.0495 D(x): 0.9687 D(G(z)): 0.0008 / 0.0007 [2815/10000][0/13] Loss_D: 0.0058 Loss_G: 6.6020 D(x): 0.9983 D(G(z)): 0.0041 / 0.0046 [2816/10000][0/13] Loss_D: 0.0105 Loss_G: 6.5626 D(x): 0.9998 D(G(z)): 0.0102 / 0.0024 [2817/10000][0/13] Loss_D: 1.9322 Loss_G: 10.9257 D(x): 0.9685 D(G(z)): 0.0365 / 0.0015 [2818/10000][0/13] Loss_D: 0.0045 Loss_G: 7.8920 D(x): 0.9993 D(G(z)): 0.0037 / 0.0010 [2819/10000][0/13] Loss_D: 1.7079 Loss_G: 7.7933 D(x): 0.9687 D(G(z)): 0.0008 / 0.0006 [2820/10000][0/13] Loss_D: 0.0009 Loss_G: 8.5271 D(x): 0.9996 D(G(z)): 0.0005 / 0.0004 [2821/10000][0/13] Loss_D: 0.0003 Loss_G: 14.6219 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [2822/10000][0/13] Loss_D: 0.0006 Loss_G: 10.4613 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [2823/10000][0/13] Loss_D: 0.0004 Loss_G: 10.4858 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [2824/10000][0/13] Loss_D: 0.0038 Loss_G: 7.5161 D(x): 0.9981 D(G(z)): 0.0020 / 0.0034 [2825/10000][0/13] Loss_D: 0.0012 Loss_G: 9.6526 D(x): 0.9990 D(G(z)): 0.0001 / 0.0001 [2826/10000][0/13] Loss_D: 0.0016 Loss_G: 7.2213 D(x): 0.9999 D(G(z)): 0.0015 / 0.0013 [2827/10000][0/13] Loss_D: 0.0002 Loss_G: 9.0202 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [2828/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0344 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [2829/10000][0/13] Loss_D: 0.0015 Loss_G: 8.0184 D(x): 0.9998 D(G(z)): 0.0013 / 0.0009 [2830/10000][0/13] Loss_D: 0.0006 Loss_G: 12.8456 D(x): 0.9999 D(G(z)): 0.0005 / 0.0009 [2831/10000][0/13] Loss_D: 0.0016 Loss_G: 7.6141 D(x): 0.9998 D(G(z)): 0.0014 / 0.0008 [2832/10000][0/13] Loss_D: 0.0139 Loss_G: 6.6950 D(x): 0.9896 D(G(z)): 0.0033 / 0.0027 [2833/10000][0/13] Loss_D: 0.0024 Loss_G: 9.7460 D(x): 0.9999 D(G(z)): 0.0023 / 0.0013 [2834/10000][0/13] Loss_D: 0.0026 Loss_G: 11.0772 D(x): 0.9996 D(G(z)): 0.0022 / 0.0026 [2835/10000][0/13] Loss_D: 0.0772 Loss_G: 24.4021 D(x): 0.9450 D(G(z)): 0.0080 / 0.0027 [2836/10000][0/13] Loss_D: 0.0226 Loss_G: 19.3340 D(x): 0.9999 D(G(z)): 0.0213 / 0.0005 [2837/10000][0/13] Loss_D: 0.0321 Loss_G: 22.4833 D(x): 0.9827 D(G(z)): 0.0068 / 0.0051 [2838/10000][0/13] Loss_D: 1.0303 Loss_G: 26.5207 D(x): 0.9687 D(G(z)): 0.0040 / 0.0014 [2839/10000][0/13] Loss_D: 0.0500 Loss_G: 18.1534 D(x): 1.0000 D(G(z)): 0.0433 / 0.0011 [2840/10000][0/13] Loss_D: 0.0018 Loss_G: 17.5593 D(x): 0.9987 D(G(z)): 0.0005 / 0.0004 [2841/10000][0/13] Loss_D: 0.0022 Loss_G: 15.9574 D(x): 0.9999 D(G(z)): 0.0021 / 0.0014 [2842/10000][0/13] Loss_D: 0.0004 Loss_G: 13.0485 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [2843/10000][0/13] Loss_D: 0.0036 Loss_G: 8.0521 D(x): 0.9999 D(G(z)): 0.0035 / 0.0021 [2844/10000][0/13] Loss_D: 0.0217 Loss_G: 6.0883 D(x): 0.9983 D(G(z)): 0.0195 / 0.0066 [2845/10000][0/13] Loss_D: 0.0071 Loss_G: 7.8371 D(x): 0.9942 D(G(z)): 0.0008 / 0.0008 [2846/10000][0/13] Loss_D: 0.0019 Loss_G: 8.1369 D(x): 0.9989 D(G(z)): 0.0009 / 0.0007 [2847/10000][0/13] Loss_D: 0.0025 Loss_G: 7.6926 D(x): 0.9994 D(G(z)): 0.0018 / 0.0009 [2848/10000][0/13] Loss_D: 0.0926 Loss_G: 29.3333 D(x): 0.9924 D(G(z)): 0.0695 / 0.0004 [2849/10000][0/13] Loss_D: 0.0009 Loss_G: 22.0208 D(x): 0.9998 D(G(z)): 0.0006 / 0.0004 [2850/10000][0/13] Loss_D: 0.0135 Loss_G: 29.8018 D(x): 1.0000 D(G(z)): 0.0130 / 0.0007 [2851/10000][0/13] Loss_D: 0.0017 Loss_G: 20.4907 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [2852/10000][0/13] Loss_D: 0.0012 Loss_G: 15.1154 D(x): 0.9999 D(G(z)): 0.0011 / 0.0006 [2853/10000][0/13] Loss_D: 0.0052 Loss_G: 10.5121 D(x): 0.9989 D(G(z)): 0.0041 / 0.0028 [2854/10000][0/13] Loss_D: 1.8457 Loss_G: 20.4061 D(x): 0.8758 D(G(z)): 0.0002 / 0.0001 [2855/10000][0/13] Loss_D: 0.0063 Loss_G: 13.7977 D(x): 0.9997 D(G(z)): 0.0059 / 0.0028 [2856/10000][0/13] Loss_D: 0.0077 Loss_G: 10.2793 D(x): 0.9952 D(G(z)): 0.0026 / 0.0015 [2857/10000][0/13] Loss_D: 0.2758 Loss_G: 23.3423 D(x): 1.0000 D(G(z)): 0.2188 / 0.0000 [2858/10000][0/13] Loss_D: 0.0009 Loss_G: 14.6689 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [2859/10000][0/13] Loss_D: 0.0046 Loss_G: 9.9307 D(x): 1.0000 D(G(z)): 0.0045 / 0.0016 [2860/10000][0/13] Loss_D: 0.0018 Loss_G: 8.0789 D(x): 0.9992 D(G(z)): 0.0010 / 0.0009 [2861/10000][0/13] Loss_D: 0.0061 Loss_G: 9.4623 D(x): 0.9965 D(G(z)): 0.0025 / 0.0020 [2862/10000][0/13] Loss_D: 0.0060 Loss_G: 6.7477 D(x): 0.9998 D(G(z)): 0.0057 / 0.0068 [2863/10000][0/13] Loss_D: 0.0006 Loss_G: 9.3520 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [2864/10000][0/13] Loss_D: 0.0014 Loss_G: 7.5872 D(x): 0.9999 D(G(z)): 0.0013 / 0.0010 [2865/10000][0/13] Loss_D: 0.0016 Loss_G: 7.2488 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [2866/10000][0/13] Loss_D: 0.0173 Loss_G: 7.0176 D(x): 0.9859 D(G(z)): 0.0012 / 0.0053 [2867/10000][0/13] Loss_D: 0.0010 Loss_G: 7.8538 D(x): 0.9999 D(G(z)): 0.0009 / 0.0008 [2868/10000][0/13] Loss_D: 0.0010 Loss_G: 7.8967 D(x): 0.9998 D(G(z)): 0.0008 / 0.0007 [2869/10000][0/13] Loss_D: 0.0015 Loss_G: 7.9060 D(x): 0.9999 D(G(z)): 0.0014 / 0.0007 [2870/10000][0/13] Loss_D: 0.0034 Loss_G: 6.8639 D(x): 0.9999 D(G(z)): 0.0034 / 0.0014 [2871/10000][0/13] Loss_D: 0.0012 Loss_G: 7.3249 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [2872/10000][0/13] Loss_D: 0.0020 Loss_G: 7.6061 D(x): 0.9997 D(G(z)): 0.0017 / 0.0029 [2873/10000][0/13] Loss_D: 0.0024 Loss_G: 7.9636 D(x): 0.9987 D(G(z)): 0.0011 / 0.0014 [2874/10000][0/13] Loss_D: 0.0013 Loss_G: 7.9096 D(x): 0.9996 D(G(z)): 0.0008 / 0.0007 [2875/10000][0/13] Loss_D: 0.0151 Loss_G: 6.0359 D(x): 0.9888 D(G(z)): 0.0013 / 0.0332 [2876/10000][0/13] Loss_D: 0.0004 Loss_G: 16.1602 D(x): 0.9998 D(G(z)): 0.0002 / 0.0001 [2877/10000][0/13] Loss_D: 0.0022 Loss_G: 7.2464 D(x): 1.0000 D(G(z)): 0.0022 / 0.0016 [2878/10000][0/13] Loss_D: 0.0004 Loss_G: 9.0615 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [2879/10000][0/13] Loss_D: 0.0649 Loss_G: 18.1832 D(x): 0.9453 D(G(z)): 0.0000 / 0.0000 [2880/10000][0/13] Loss_D: 1.1122 Loss_G: 15.3459 D(x): 0.9687 D(G(z)): 0.0022 / 0.0017 [2881/10000][0/13] Loss_D: 1.0388 Loss_G: 19.9827 D(x): 0.9685 D(G(z)): 0.0006 / 0.0005 [2882/10000][0/13] Loss_D: 0.0082 Loss_G: 15.2029 D(x): 0.9981 D(G(z)): 0.0063 / 0.0031 [2883/10000][0/13] Loss_D: 0.0096 Loss_G: 7.5539 D(x): 0.9922 D(G(z)): 0.0015 / 0.0018 [2884/10000][0/13] Loss_D: 0.0048 Loss_G: 7.0336 D(x): 0.9994 D(G(z)): 0.0042 / 0.0015 [2885/10000][0/13] Loss_D: 0.0030 Loss_G: 7.4457 D(x): 0.9989 D(G(z)): 0.0018 / 0.0013 [2886/10000][0/13] Loss_D: 0.0090 Loss_G: 7.3453 D(x): 0.9936 D(G(z)): 0.0024 / 0.0011 [2887/10000][0/13] Loss_D: 0.0035 Loss_G: 6.5308 D(x): 0.9995 D(G(z)): 0.0030 / 0.0021 [2888/10000][0/13] Loss_D: 0.0023 Loss_G: 7.6520 D(x): 0.9989 D(G(z)): 0.0012 / 0.0009 [2889/10000][0/13] Loss_D: 0.0052 Loss_G: 6.6177 D(x): 0.9973 D(G(z)): 0.0025 / 0.0021 [2890/10000][0/13] Loss_D: 0.0032 Loss_G: 8.7322 D(x): 0.9972 D(G(z)): 0.0004 / 0.0004 [2891/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0048 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [2892/10000][0/13] Loss_D: 0.0043 Loss_G: 6.7591 D(x): 0.9991 D(G(z)): 0.0034 / 0.0024 [2893/10000][0/13] Loss_D: 0.8464 Loss_G: 28.3745 D(x): 0.9676 D(G(z)): 0.0000 / 0.0000 [2894/10000][0/13] Loss_D: 0.0001 Loss_G: 26.7192 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [2895/10000][0/13] Loss_D: 0.0024 Loss_G: 17.7518 D(x): 1.0000 D(G(z)): 0.0024 / 0.0013 [2896/10000][0/13] Loss_D: 0.0081 Loss_G: 13.2965 D(x): 1.0000 D(G(z)): 0.0081 / 0.0021 [2897/10000][0/13] Loss_D: 0.0021 Loss_G: 7.2268 D(x): 0.9999 D(G(z)): 0.0020 / 0.0023 [2898/10000][0/13] Loss_D: 0.0129 Loss_G: 6.3848 D(x): 0.9958 D(G(z)): 0.0086 / 0.0026 [2899/10000][0/13] Loss_D: 0.0103 Loss_G: 6.2396 D(x): 0.9952 D(G(z)): 0.0052 / 0.0028 [2900/10000][0/13] Loss_D: 0.0130 Loss_G: 6.3139 D(x): 0.9906 D(G(z)): 0.0022 / 0.0112 [2901/10000][0/13] Loss_D: 0.0018 Loss_G: 7.4121 D(x): 0.9998 D(G(z)): 0.0016 / 0.0012 [2902/10000][0/13] Loss_D: 1.7404 Loss_G: 31.0799 D(x): 0.9994 D(G(z)): 0.2835 / 0.0000 [2903/10000][0/13] Loss_D: 0.1695 Loss_G: 24.2328 D(x): 0.9690 D(G(z)): 0.0158 / 0.0001 [2904/10000][0/13] Loss_D: 0.1535 Loss_G: 12.3705 D(x): 0.9567 D(G(z)): 0.0019 / 0.0048 [2905/10000][0/13] Loss_D: 0.0042 Loss_G: 8.5305 D(x): 0.9994 D(G(z)): 0.0036 / 0.0008 [2906/10000][0/13] Loss_D: 0.0217 Loss_G: 10.6015 D(x): 0.9850 D(G(z)): 0.0048 / 0.0074 [2907/10000][0/13] Loss_D: 0.0018 Loss_G: 8.6153 D(x): 0.9997 D(G(z)): 0.0015 / 0.0009 [2908/10000][0/13] Loss_D: 0.0016 Loss_G: 7.7064 D(x): 1.0000 D(G(z)): 0.0016 / 0.0010 [2909/10000][0/13] Loss_D: 0.0291 Loss_G: 6.9268 D(x): 0.9783 D(G(z)): 0.0030 / 0.0051 [2910/10000][0/13] Loss_D: 0.0010 Loss_G: 8.7715 D(x): 0.9993 D(G(z)): 0.0003 / 0.0003 [2911/10000][0/13] Loss_D: 0.0053 Loss_G: 8.8644 D(x): 0.9968 D(G(z)): 0.0019 / 0.0019 [2912/10000][0/13] Loss_D: 0.0046 Loss_G: 7.1090 D(x): 0.9977 D(G(z)): 0.0023 / 0.0016 [2913/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5127 D(x): 0.9999 D(G(z)): 0.0013 / 0.0009 [2914/10000][0/13] Loss_D: 0.0057 Loss_G: 6.4349 D(x): 0.9996 D(G(z)): 0.0053 / 0.0030 [2915/10000][0/13] Loss_D: 0.0053 Loss_G: 7.2771 D(x): 0.9999 D(G(z)): 0.0051 / 0.0024 [2916/10000][0/13] Loss_D: 0.0115 Loss_G: 6.6529 D(x): 0.9980 D(G(z)): 0.0094 / 0.0024 [2917/10000][0/13] Loss_D: 0.0096 Loss_G: 27.1630 D(x): 0.9974 D(G(z)): 0.0065 / 0.0012 [2918/10000][0/13] Loss_D: 0.0079 Loss_G: 12.3611 D(x): 0.9967 D(G(z)): 0.0045 / 0.0060 [2919/10000][0/13] Loss_D: 0.0015 Loss_G: 11.4786 D(x): 0.9997 D(G(z)): 0.0012 / 0.0009 [2920/10000][0/13] Loss_D: 0.0048 Loss_G: 15.0644 D(x): 0.9967 D(G(z)): 0.0014 / 0.0014 [2921/10000][0/13] Loss_D: 0.0065 Loss_G: 11.5374 D(x): 0.9986 D(G(z)): 0.0051 / 0.0026 [2922/10000][0/13] Loss_D: 0.0032 Loss_G: 9.8979 D(x): 0.9976 D(G(z)): 0.0008 / 0.0012 [2923/10000][0/13] Loss_D: 0.0003 Loss_G: 10.9470 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [2924/10000][0/13] Loss_D: 0.0008 Loss_G: 9.1907 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [2925/10000][0/13] Loss_D: 0.0008 Loss_G: 9.6973 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [2926/10000][0/13] Loss_D: 0.0032 Loss_G: 7.7281 D(x): 0.9998 D(G(z)): 0.0030 / 0.0013 [2927/10000][0/13] Loss_D: 0.0065 Loss_G: 8.4204 D(x): 0.9947 D(G(z)): 0.0010 / 0.0010 [2928/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7421 D(x): 0.9996 D(G(z)): 0.0004 / 0.0003 [2929/10000][0/13] Loss_D: 0.0022 Loss_G: 7.9369 D(x): 0.9999 D(G(z)): 0.0021 / 0.0014 [2930/10000][0/13] Loss_D: 0.0066 Loss_G: 7.0729 D(x): 1.0000 D(G(z)): 0.0063 / 0.0052 [2931/10000][0/13] Loss_D: 0.0141 Loss_G: 6.2019 D(x): 1.0000 D(G(z)): 0.0138 / 0.0026 [2932/10000][0/13] Loss_D: 0.0058 Loss_G: 6.2613 D(x): 1.0000 D(G(z)): 0.0057 / 0.0033 [2933/10000][0/13] Loss_D: 0.0042 Loss_G: 6.4725 D(x): 0.9991 D(G(z)): 0.0033 / 0.0024 [2934/10000][0/13] Loss_D: 0.0045 Loss_G: 7.0636 D(x): 1.0000 D(G(z)): 0.0044 / 0.0015 [2935/10000][0/13] Loss_D: 0.0026 Loss_G: 11.0475 D(x): 0.9980 D(G(z)): 0.0006 / 0.0003 [2936/10000][0/13] Loss_D: 0.0022 Loss_G: 12.4934 D(x): 0.9987 D(G(z)): 0.0009 / 0.0007 [2937/10000][0/13] Loss_D: 0.0043 Loss_G: 9.1610 D(x): 0.9971 D(G(z)): 0.0014 / 0.0006 [2938/10000][0/13] Loss_D: 0.0030 Loss_G: 7.8948 D(x): 0.9980 D(G(z)): 0.0009 / 0.0008 [2939/10000][0/13] Loss_D: 0.0004 Loss_G: 9.2237 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [2940/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4540 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [2941/10000][0/13] Loss_D: 0.0018 Loss_G: 7.1922 D(x): 1.0000 D(G(z)): 0.0018 / 0.0012 [2942/10000][0/13] Loss_D: 0.0016 Loss_G: 7.0846 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [2943/10000][0/13] Loss_D: 2.5954 Loss_G: 43.6462 D(x): 1.0000 D(G(z)): 0.6512 / 0.0000 [2944/10000][0/13] Loss_D: 0.8456 Loss_G: 29.7393 D(x): 0.9687 D(G(z)): 0.0140 / 0.0031 [2945/10000][0/13] Loss_D: 0.0319 Loss_G: 12.2398 D(x): 1.0000 D(G(z)): 0.0291 / 0.0013 [2946/10000][0/13] Loss_D: 0.0130 Loss_G: 13.0641 D(x): 0.9996 D(G(z)): 0.0124 / 0.0029 [2947/10000][0/13] Loss_D: 0.0206 Loss_G: 8.2923 D(x): 0.9985 D(G(z)): 0.0166 / 0.0022 [2948/10000][0/13] Loss_D: 0.0241 Loss_G: 19.1818 D(x): 0.9830 D(G(z)): 0.0000 / 0.0000 [2949/10000][0/13] Loss_D: 0.0128 Loss_G: 6.2432 D(x): 0.9991 D(G(z)): 0.0117 / 0.0030 [2950/10000][0/13] Loss_D: 0.0016 Loss_G: 7.0485 D(x): 1.0000 D(G(z)): 0.0016 / 0.0017 [2951/10000][0/13] Loss_D: 0.0040 Loss_G: 6.8150 D(x): 0.9990 D(G(z)): 0.0030 / 0.0013 [2952/10000][0/13] Loss_D: 0.0290 Loss_G: 8.3948 D(x): 0.9993 D(G(z)): 0.0245 / 0.0003 [2953/10000][0/13] Loss_D: 0.0091 Loss_G: 6.9677 D(x): 0.9925 D(G(z)): 0.0011 / 0.0016 [2954/10000][0/13] Loss_D: 0.0062 Loss_G: 7.4514 D(x): 0.9953 D(G(z)): 0.0013 / 0.0013 [2955/10000][0/13] Loss_D: 0.0048 Loss_G: 5.8202 D(x): 0.9982 D(G(z)): 0.0029 / 0.0085 [2956/10000][0/13] Loss_D: 0.0053 Loss_G: 10.1901 D(x): 0.9984 D(G(z)): 0.0036 / 0.0024 [2957/10000][0/13] Loss_D: 0.0014 Loss_G: 7.7582 D(x): 0.9993 D(G(z)): 0.0008 / 0.0008 [2958/10000][0/13] Loss_D: 0.0082 Loss_G: 8.0680 D(x): 0.9926 D(G(z)): 0.0007 / 0.0008 [2959/10000][0/13] Loss_D: 0.0007 Loss_G: 7.3755 D(x): 1.0000 D(G(z)): 0.0006 / 0.0009 [2960/10000][0/13] Loss_D: 0.4953 Loss_G: 12.7342 D(x): 1.0000 D(G(z)): 0.1908 / 0.0013 [2961/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2325 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [2962/10000][0/13] Loss_D: 0.0081 Loss_G: 6.1277 D(x): 1.0000 D(G(z)): 0.0081 / 0.0025 [2963/10000][0/13] Loss_D: 0.0530 Loss_G: 8.2216 D(x): 1.0000 D(G(z)): 0.0505 / 0.0027 [2964/10000][0/13] Loss_D: 0.0072 Loss_G: 6.3923 D(x): 0.9995 D(G(z)): 0.0066 / 0.0027 [2965/10000][0/13] Loss_D: 0.0048 Loss_G: 7.2374 D(x): 0.9973 D(G(z)): 0.0020 / 0.0015 [2966/10000][0/13] Loss_D: 0.0003 Loss_G: 29.7808 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [2967/10000][0/13] Loss_D: 0.0007 Loss_G: 25.9486 D(x): 0.9993 D(G(z)): 0.0001 / 0.0000 [2968/10000][0/13] Loss_D: 0.0006 Loss_G: 20.1099 D(x): 0.9996 D(G(z)): 0.0002 / 0.0001 [2969/10000][0/13] Loss_D: 0.0182 Loss_G: 11.0292 D(x): 0.9942 D(G(z)): 0.0119 / 0.0031 [2970/10000][0/13] Loss_D: 0.0047 Loss_G: 9.4722 D(x): 1.0000 D(G(z)): 0.0047 / 0.0022 [2971/10000][0/13] Loss_D: 0.0066 Loss_G: 7.8913 D(x): 0.9992 D(G(z)): 0.0057 / 0.0034 [2972/10000][0/13] Loss_D: 0.0201 Loss_G: 6.9787 D(x): 0.9937 D(G(z)): 0.0134 / 0.0033 [2973/10000][0/13] Loss_D: 0.0041 Loss_G: 7.5441 D(x): 0.9970 D(G(z)): 0.0011 / 0.0008 [2974/10000][0/13] Loss_D: 0.0027 Loss_G: 7.2815 D(x): 0.9999 D(G(z)): 0.0026 / 0.0015 [2975/10000][0/13] Loss_D: 0.0045 Loss_G: 6.7643 D(x): 0.9993 D(G(z)): 0.0037 / 0.0023 [2976/10000][0/13] Loss_D: 0.0009 Loss_G: 8.9294 D(x): 0.9994 D(G(z)): 0.0003 / 0.0002 [2977/10000][0/13] Loss_D: 0.0013 Loss_G: 9.9595 D(x): 0.9988 D(G(z)): 0.0001 / 0.0001 [2978/10000][0/13] Loss_D: 0.0020 Loss_G: 6.9581 D(x): 0.9998 D(G(z)): 0.0018 / 0.0013 [2979/10000][0/13] Loss_D: 0.0006 Loss_G: 7.9195 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [2980/10000][0/13] Loss_D: 0.0042 Loss_G: 6.3722 D(x): 0.9999 D(G(z)): 0.0041 / 0.0024 [2981/10000][0/13] Loss_D: 0.0078 Loss_G: 5.8523 D(x): 0.9989 D(G(z)): 0.0067 / 0.0034 [2982/10000][0/13] Loss_D: 0.0024 Loss_G: 6.7113 D(x): 0.9999 D(G(z)): 0.0022 / 0.0016 [2983/10000][0/13] Loss_D: 0.0028 Loss_G: 7.3818 D(x): 0.9984 D(G(z)): 0.0012 / 0.0013 [2984/10000][0/13] Loss_D: 0.0049 Loss_G: 6.2091 D(x): 0.9994 D(G(z)): 0.0042 / 0.0029 [2985/10000][0/13] Loss_D: 0.0064 Loss_G: 6.2999 D(x): 0.9999 D(G(z)): 0.0063 / 0.0027 [2986/10000][0/13] Loss_D: 0.0034 Loss_G: 6.8263 D(x): 0.9989 D(G(z)): 0.0023 / 0.0024 [2987/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4816 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [2988/10000][0/13] Loss_D: 0.0028 Loss_G: 5.9349 D(x): 0.9998 D(G(z)): 0.0027 / 0.0074 [2989/10000][0/13] Loss_D: 0.0022 Loss_G: 11.9726 D(x): 0.9997 D(G(z)): 0.0019 / 0.0015 [2990/10000][0/13] Loss_D: 0.0015 Loss_G: 14.2566 D(x): 0.9999 D(G(z)): 0.0014 / 0.0008 [2991/10000][0/13] Loss_D: 0.2011 Loss_G: 12.3670 D(x): 0.9145 D(G(z)): 0.0006 / 0.0018 [2992/10000][0/13] Loss_D: 0.0487 Loss_G: 21.4372 D(x): 0.9549 D(G(z)): 0.0002 / 0.0004 [2993/10000][0/13] Loss_D: 0.0038 Loss_G: 14.8495 D(x): 0.9996 D(G(z)): 0.0033 / 0.0017 [2994/10000][0/13] Loss_D: 0.0000 Loss_G: 16.6863 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [2995/10000][0/13] Loss_D: 0.0104 Loss_G: 12.2242 D(x): 0.9919 D(G(z)): 0.0023 / 0.0020 [2996/10000][0/13] Loss_D: 0.0063 Loss_G: 11.3655 D(x): 0.9997 D(G(z)): 0.0060 / 0.0032 [2997/10000][0/13] Loss_D: 0.0045 Loss_G: 9.5007 D(x): 0.9998 D(G(z)): 0.0043 / 0.0014 [2998/10000][0/13] Loss_D: 0.0009 Loss_G: 7.7577 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [2999/10000][0/13] Loss_D: 0.0110 Loss_G: 6.8380 D(x): 0.9999 D(G(z)): 0.0103 / 0.0022 [3000/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3424 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [3001/10000][0/13] Loss_D: 0.0045 Loss_G: 7.4475 D(x): 0.9996 D(G(z)): 0.0041 / 0.0014 [3002/10000][0/13] Loss_D: 0.0382 Loss_G: 4.9369 D(x): 0.9747 D(G(z)): 0.0023 / 0.1095 [3003/10000][0/13] Loss_D: 0.0004 Loss_G: 12.1468 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [3004/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4476 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [3005/10000][0/13] Loss_D: 0.0022 Loss_G: 7.0855 D(x): 0.9999 D(G(z)): 0.0021 / 0.0016 [3006/10000][0/13] Loss_D: 0.0055 Loss_G: 7.5845 D(x): 0.9956 D(G(z)): 0.0008 / 0.0009 [3007/10000][0/13] Loss_D: 0.0030 Loss_G: 7.1556 D(x): 1.0000 D(G(z)): 0.0029 / 0.0017 [3008/10000][0/13] Loss_D: 0.0026 Loss_G: 7.7796 D(x): 0.9994 D(G(z)): 0.0020 / 0.0013 [3009/10000][0/13] Loss_D: 0.0014 Loss_G: 8.0103 D(x): 0.9991 D(G(z)): 0.0005 / 0.0005 [3010/10000][0/13] Loss_D: 0.0009 Loss_G: 7.7848 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [3011/10000][0/13] Loss_D: 0.0017 Loss_G: 7.5713 D(x): 0.9995 D(G(z)): 0.0011 / 0.0009 [3012/10000][0/13] Loss_D: 0.0009 Loss_G: 7.7902 D(x): 0.9998 D(G(z)): 0.0007 / 0.0007 [3013/10000][0/13] Loss_D: 0.0017 Loss_G: 7.5076 D(x): 0.9999 D(G(z)): 0.0016 / 0.0012 [3014/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8823 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [3015/10000][0/13] Loss_D: 0.0398 Loss_G: 7.1482 D(x): 0.9999 D(G(z)): 0.0382 / 0.0019 [3016/10000][0/13] Loss_D: 0.0036 Loss_G: 8.1448 D(x): 0.9985 D(G(z)): 0.0021 / 0.0015 [3017/10000][0/13] Loss_D: 0.0040 Loss_G: 7.0120 D(x): 0.9999 D(G(z)): 0.0039 / 0.0025 [3018/10000][0/13] Loss_D: 0.0062 Loss_G: 6.3842 D(x): 0.9974 D(G(z)): 0.0035 / 0.0024 [3019/10000][0/13] Loss_D: 0.0016 Loss_G: 7.2207 D(x): 0.9999 D(G(z)): 0.0016 / 0.0012 [3020/10000][0/13] Loss_D: 0.1149 Loss_G: 18.4482 D(x): 0.9494 D(G(z)): 0.0000 / 0.0015 [3021/10000][0/13] Loss_D: 0.5755 Loss_G: 26.9830 D(x): 1.0000 D(G(z)): 0.1017 / 0.0003 [3022/10000][0/13] Loss_D: 0.0019 Loss_G: 27.8307 D(x): 1.0000 D(G(z)): 0.0018 / 0.0017 [3023/10000][0/13] Loss_D: 0.0002 Loss_G: 21.4958 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [3024/10000][0/13] Loss_D: 0.0642 Loss_G: 17.2566 D(x): 0.9583 D(G(z)): 0.0020 / 0.0016 [3025/10000][0/13] Loss_D: 0.0153 Loss_G: 6.7898 D(x): 1.0000 D(G(z)): 0.0148 / 0.0022 [3026/10000][0/13] Loss_D: 0.0008 Loss_G: 11.6139 D(x): 0.9995 D(G(z)): 0.0003 / 0.0002 [3027/10000][0/13] Loss_D: 0.0091 Loss_G: 6.2260 D(x): 0.9990 D(G(z)): 0.0080 / 0.0030 [3028/10000][0/13] Loss_D: 0.0130 Loss_G: 9.7658 D(x): 0.9887 D(G(z)): 0.0001 / 0.0001 [3029/10000][0/13] Loss_D: 0.0015 Loss_G: 8.2670 D(x): 0.9992 D(G(z)): 0.0007 / 0.0006 [3030/10000][0/13] Loss_D: 0.0022 Loss_G: 6.9117 D(x): 0.9994 D(G(z)): 0.0016 / 0.0012 [3031/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7428 D(x): 0.9998 D(G(z)): 0.0009 / 0.0006 [3032/10000][0/13] Loss_D: 0.1160 Loss_G: 12.1511 D(x): 1.0000 D(G(z)): 0.0985 / 0.0048 [3033/10000][0/13] Loss_D: 0.0013 Loss_G: 14.3770 D(x): 1.0000 D(G(z)): 0.0013 / 0.0008 [3034/10000][0/13] Loss_D: 0.0028 Loss_G: 15.4724 D(x): 0.9999 D(G(z)): 0.0027 / 0.0016 [3035/10000][0/13] Loss_D: 0.0008 Loss_G: 12.3839 D(x): 0.9995 D(G(z)): 0.0003 / 0.0003 [3036/10000][0/13] Loss_D: 0.0003 Loss_G: 14.9425 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [3037/10000][0/13] Loss_D: 1.6552 Loss_G: 30.8423 D(x): 0.9993 D(G(z)): 0.1251 / 0.0000 [3038/10000][0/13] Loss_D: 0.0032 Loss_G: 14.7046 D(x): 0.9985 D(G(z)): 0.0016 / 0.0011 [3039/10000][0/13] Loss_D: 0.0032 Loss_G: 11.8327 D(x): 0.9997 D(G(z)): 0.0029 / 0.0023 [3040/10000][0/13] Loss_D: 0.0074 Loss_G: 9.6130 D(x): 0.9930 D(G(z)): 0.0002 / 0.0002 [3041/10000][0/13] Loss_D: 0.0022 Loss_G: 8.0825 D(x): 0.9992 D(G(z)): 0.0014 / 0.0009 [3042/10000][0/13] Loss_D: 0.0011 Loss_G: 8.3515 D(x): 1.0000 D(G(z)): 0.0010 / 0.0006 [3043/10000][0/13] Loss_D: 0.0000 Loss_G: 26.2692 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [3044/10000][0/13] Loss_D: 0.0022 Loss_G: 15.4266 D(x): 1.0000 D(G(z)): 0.0022 / 0.0015 [3045/10000][0/13] Loss_D: 0.0031 Loss_G: 15.8877 D(x): 0.9985 D(G(z)): 0.0016 / 0.0003 [3046/10000][0/13] Loss_D: 0.0042 Loss_G: 11.2720 D(x): 1.0000 D(G(z)): 0.0042 / 0.0017 [3047/10000][0/13] Loss_D: 0.0040 Loss_G: 12.9040 D(x): 0.9964 D(G(z)): 0.0003 / 0.0002 [3048/10000][0/13] Loss_D: 0.0017 Loss_G: 9.3681 D(x): 0.9998 D(G(z)): 0.0016 / 0.0010 [3049/10000][0/13] Loss_D: 0.0096 Loss_G: 6.8399 D(x): 0.9971 D(G(z)): 0.0066 / 0.0029 [3050/10000][0/13] Loss_D: 0.0102 Loss_G: 6.0350 D(x): 0.9936 D(G(z)): 0.0036 / 0.0030 [3051/10000][0/13] Loss_D: 0.0240 Loss_G: 6.2348 D(x): 0.9996 D(G(z)): 0.0231 / 0.0027 [3052/10000][0/13] Loss_D: 8.5560 Loss_G: 25.2453 D(x): 1.0000 D(G(z)): 0.4165 / 0.0129 [3053/10000][0/13] Loss_D: 0.0048 Loss_G: 28.2777 D(x): 1.0000 D(G(z)): 0.0046 / 0.0023 [3054/10000][0/13] Loss_D: 0.0100 Loss_G: 9.6432 D(x): 0.9999 D(G(z)): 0.0097 / 0.0029 [3055/10000][0/13] Loss_D: 0.0844 Loss_G: 11.1782 D(x): 0.9709 D(G(z)): 0.0008 / 0.0006 [3056/10000][0/13] Loss_D: 0.0058 Loss_G: 9.0584 D(x): 0.9993 D(G(z)): 0.0051 / 0.0015 [3057/10000][0/13] Loss_D: 0.0034 Loss_G: 7.5715 D(x): 1.0000 D(G(z)): 0.0034 / 0.0017 [3058/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6313 D(x): 0.9999 D(G(z)): 0.0010 / 0.0011 [3059/10000][0/13] Loss_D: 0.0022 Loss_G: 7.2384 D(x): 1.0000 D(G(z)): 0.0022 / 0.0012 [3060/10000][0/13] Loss_D: 0.0028 Loss_G: 7.0066 D(x): 0.9997 D(G(z)): 0.0025 / 0.0012 [3061/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9365 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [3062/10000][0/13] Loss_D: 0.0377 Loss_G: 25.7260 D(x): 0.9998 D(G(z)): 0.0357 / 0.0013 [3063/10000][0/13] Loss_D: 0.0007 Loss_G: 21.8850 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [3064/10000][0/13] Loss_D: 0.0010 Loss_G: 18.5865 D(x): 1.0000 D(G(z)): 0.0010 / 0.0006 [3065/10000][0/13] Loss_D: 0.0077 Loss_G: 15.4280 D(x): 0.9998 D(G(z)): 0.0074 / 0.0027 [3066/10000][0/13] Loss_D: 0.0104 Loss_G: 17.3051 D(x): 0.9900 D(G(z)): 0.0001 / 0.0000 [3067/10000][0/13] Loss_D: 0.0009 Loss_G: 15.9170 D(x): 0.9999 D(G(z)): 0.0009 / 0.0006 [3068/10000][0/13] Loss_D: 0.0004 Loss_G: 13.7737 D(x): 0.9998 D(G(z)): 0.0002 / 0.0001 [3069/10000][0/13] Loss_D: 0.0047 Loss_G: 11.9579 D(x): 0.9963 D(G(z)): 0.0009 / 0.0005 [3070/10000][0/13] Loss_D: 0.0047 Loss_G: 7.1761 D(x): 0.9999 D(G(z)): 0.0046 / 0.0025 [3071/10000][0/13] Loss_D: 0.0018 Loss_G: 7.2361 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [3072/10000][0/13] Loss_D: 0.0024 Loss_G: 7.0139 D(x): 0.9997 D(G(z)): 0.0020 / 0.0015 [3073/10000][0/13] Loss_D: 0.0047 Loss_G: 7.3780 D(x): 0.9968 D(G(z)): 0.0015 / 0.0011 [3074/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2510 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [3075/10000][0/13] Loss_D: 0.0019 Loss_G: 8.0719 D(x): 0.9994 D(G(z)): 0.0013 / 0.0011 [3076/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9592 D(x): 0.9996 D(G(z)): 0.0002 / 0.0002 [3077/10000][0/13] Loss_D: 0.0016 Loss_G: 8.4926 D(x): 0.9987 D(G(z)): 0.0003 / 0.0003 [3078/10000][0/13] Loss_D: 0.0125 Loss_G: 5.8717 D(x): 0.9924 D(G(z)): 0.0047 / 0.0039 [3079/10000][0/13] Loss_D: 0.0030 Loss_G: 6.4600 D(x): 0.9998 D(G(z)): 0.0028 / 0.0025 [3080/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6470 D(x): 0.9995 D(G(z)): 0.0003 / 0.0002 [3081/10000][0/13] Loss_D: 0.0031 Loss_G: 7.4307 D(x): 0.9995 D(G(z)): 0.0026 / 0.0035 [3082/10000][0/13] Loss_D: 0.3049 Loss_G: 17.6913 D(x): 1.0000 D(G(z)): 0.2151 / 0.0001 [3083/10000][0/13] Loss_D: 0.0003 Loss_G: 20.2961 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [3084/10000][0/13] Loss_D: 0.0033 Loss_G: 12.7594 D(x): 1.0000 D(G(z)): 0.0033 / 0.0020 [3085/10000][0/13] Loss_D: 0.0020 Loss_G: 7.8118 D(x): 1.0000 D(G(z)): 0.0020 / 0.0009 [3086/10000][0/13] Loss_D: 0.0027 Loss_G: 8.4608 D(x): 1.0000 D(G(z)): 0.0027 / 0.0017 [3087/10000][0/13] Loss_D: 0.0013 Loss_G: 8.1234 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [3088/10000][0/13] Loss_D: 0.0012 Loss_G: 11.3870 D(x): 0.9993 D(G(z)): 0.0004 / 0.0004 [3089/10000][0/13] Loss_D: 0.0011 Loss_G: 8.3534 D(x): 0.9996 D(G(z)): 0.0008 / 0.0007 [3090/10000][0/13] Loss_D: 0.0012 Loss_G: 8.8839 D(x): 0.9994 D(G(z)): 0.0006 / 0.0005 [3091/10000][0/13] Loss_D: 0.0007 Loss_G: 8.0602 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [3092/10000][0/13] Loss_D: 0.0017 Loss_G: 7.6170 D(x): 0.9996 D(G(z)): 0.0013 / 0.0010 [3093/10000][0/13] Loss_D: 0.0024 Loss_G: 6.8323 D(x): 0.9999 D(G(z)): 0.0023 / 0.0017 [3094/10000][0/13] Loss_D: 0.0025 Loss_G: 7.1787 D(x): 0.9998 D(G(z)): 0.0023 / 0.0017 [3095/10000][0/13] Loss_D: 0.0022 Loss_G: 7.8779 D(x): 0.9986 D(G(z)): 0.0007 / 0.0006 [3096/10000][0/13] Loss_D: 0.0051 Loss_G: 7.3331 D(x): 0.9961 D(G(z)): 0.0012 / 0.0013 [3097/10000][0/13] Loss_D: 0.0029 Loss_G: 8.4554 D(x): 0.9976 D(G(z)): 0.0005 / 0.0003 [3098/10000][0/13] Loss_D: 0.0023 Loss_G: 7.5096 D(x): 0.9986 D(G(z)): 0.0009 / 0.0008 [3099/10000][0/13] Loss_D: 0.0031 Loss_G: 7.0648 D(x): 0.9997 D(G(z)): 0.0028 / 0.0020 [3100/10000][0/13] Loss_D: 0.0017 Loss_G: 7.8316 D(x): 0.9991 D(G(z)): 0.0008 / 0.0008 [3101/10000][0/13] Loss_D: 0.0003 Loss_G: 11.0012 D(x): 0.9998 D(G(z)): 0.0001 / 0.0000 [3102/10000][0/13] Loss_D: 0.0059 Loss_G: 8.0513 D(x): 0.9946 D(G(z)): 0.0004 / 0.0006 [3103/10000][0/13] Loss_D: 1.1255 Loss_G: 35.3778 D(x): 1.0000 D(G(z)): 0.4099 / 0.0000 [3104/10000][0/13] Loss_D: 0.0753 Loss_G: 24.5045 D(x): 0.9680 D(G(z)): 0.0002 / 0.0001 [3105/10000][0/13] Loss_D: 0.0015 Loss_G: 22.7164 D(x): 0.9986 D(G(z)): 0.0001 / 0.0000 [3106/10000][0/13] Loss_D: 0.0003 Loss_G: 24.0584 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [3107/10000][0/13] Loss_D: 0.0102 Loss_G: 14.7499 D(x): 1.0000 D(G(z)): 0.0100 / 0.0021 [3108/10000][0/13] Loss_D: 0.0029 Loss_G: 12.8524 D(x): 0.9999 D(G(z)): 0.0028 / 0.0013 [3109/10000][0/13] Loss_D: 0.0027 Loss_G: 9.4489 D(x): 0.9994 D(G(z)): 0.0021 / 0.0013 [3110/10000][0/13] Loss_D: 0.0201 Loss_G: 6.5042 D(x): 0.9824 D(G(z)): 0.0020 / 0.0023 [3111/10000][0/13] Loss_D: 0.0043 Loss_G: 6.3835 D(x): 0.9996 D(G(z)): 0.0039 / 0.0022 [3112/10000][0/13] Loss_D: 0.8407 Loss_G: 8.3971 D(x): 0.9687 D(G(z)): 0.0004 / 0.0004 [3113/10000][0/13] Loss_D: 0.0083 Loss_G: 6.4160 D(x): 0.9999 D(G(z)): 0.0081 / 0.0030 [3114/10000][0/13] Loss_D: 0.0024 Loss_G: 7.2672 D(x): 0.9989 D(G(z)): 0.0013 / 0.0011 [3115/10000][0/13] Loss_D: 0.1480 Loss_G: 8.4310 D(x): 0.9690 D(G(z)): 0.0024 / 0.0010 [3116/10000][0/13] Loss_D: 0.0312 Loss_G: 5.6459 D(x): 0.9803 D(G(z)): 0.0100 / 0.0072 [3117/10000][0/13] Loss_D: 0.0024 Loss_G: 7.5912 D(x): 0.9996 D(G(z)): 0.0020 / 0.0014 [3118/10000][0/13] Loss_D: 0.0061 Loss_G: 6.9428 D(x): 0.9969 D(G(z)): 0.0030 / 0.0019 [3119/10000][0/13] Loss_D: 0.0862 Loss_G: 16.7840 D(x): 0.9942 D(G(z)): 0.0443 / 0.0005 [3120/10000][0/13] Loss_D: 0.0039 Loss_G: 9.4310 D(x): 1.0000 D(G(z)): 0.0038 / 0.0021 [3121/10000][0/13] Loss_D: 0.0119 Loss_G: 8.1036 D(x): 1.0000 D(G(z)): 0.0116 / 0.0014 [3122/10000][0/13] Loss_D: 0.0010 Loss_G: 9.2156 D(x): 0.9995 D(G(z)): 0.0006 / 0.0004 [3123/10000][0/13] Loss_D: 0.0022 Loss_G: 7.1749 D(x): 1.0000 D(G(z)): 0.0022 / 0.0019 [3124/10000][0/13] Loss_D: 0.0059 Loss_G: 7.1298 D(x): 1.0000 D(G(z)): 0.0057 / 0.0026 [3125/10000][0/13] Loss_D: 0.0022 Loss_G: 7.6279 D(x): 0.9993 D(G(z)): 0.0015 / 0.0012 [3126/10000][0/13] Loss_D: 0.0423 Loss_G: 8.4567 D(x): 1.0000 D(G(z)): 0.0335 / 0.0010 [3127/10000][0/13] Loss_D: 0.1087 Loss_G: 10.9228 D(x): 0.9999 D(G(z)): 0.0901 / 0.0004 [3128/10000][0/13] Loss_D: 0.0005 Loss_G: 9.6895 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [3129/10000][0/13] Loss_D: 0.0053 Loss_G: 5.8239 D(x): 1.0000 D(G(z)): 0.0052 / 0.0177 [3130/10000][0/13] Loss_D: 0.0019 Loss_G: 6.9268 D(x): 1.0000 D(G(z)): 0.0019 / 0.0019 [3131/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8721 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [3132/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5118 D(x): 0.9998 D(G(z)): 0.0013 / 0.0010 [3133/10000][0/13] Loss_D: 0.0067 Loss_G: 6.5364 D(x): 0.9978 D(G(z)): 0.0045 / 0.0027 [3134/10000][0/13] Loss_D: 0.0005 Loss_G: 9.8112 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [3135/10000][0/13] Loss_D: 0.0019 Loss_G: 7.2540 D(x): 0.9998 D(G(z)): 0.0017 / 0.0013 [3136/10000][0/13] Loss_D: 0.0068 Loss_G: 7.7002 D(x): 0.9948 D(G(z)): 0.0015 / 0.0012 [3137/10000][0/13] Loss_D: 0.0069 Loss_G: 6.3508 D(x): 0.9993 D(G(z)): 0.0061 / 0.0033 [3138/10000][0/13] Loss_D: 1.5911 Loss_G: 26.4227 D(x): 0.9671 D(G(z)): 0.0000 / 0.0000 [3139/10000][0/13] Loss_D: 0.0046 Loss_G: 24.7698 D(x): 0.9990 D(G(z)): 0.0036 / 0.0021 [3140/10000][0/13] Loss_D: 0.0032 Loss_G: 24.6502 D(x): 0.9969 D(G(z)): 0.0000 / 0.0000 [3141/10000][0/13] Loss_D: 0.0081 Loss_G: 12.7195 D(x): 0.9943 D(G(z)): 0.0024 / 0.0022 [3142/10000][0/13] Loss_D: 0.0009 Loss_G: 11.4990 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [3143/10000][0/13] Loss_D: 2.5778 Loss_G: 38.5369 D(x): 1.0000 D(G(z)): 0.6616 / 0.0000 [3144/10000][0/13] Loss_D: 0.0005 Loss_G: 32.1437 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [3145/10000][0/13] Loss_D: 0.0090 Loss_G: 23.7166 D(x): 1.0000 D(G(z)): 0.0089 / 0.0008 [3146/10000][0/13] Loss_D: 0.0003 Loss_G: 24.0210 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [3147/10000][0/13] Loss_D: 0.0023 Loss_G: 14.6790 D(x): 1.0000 D(G(z)): 0.0022 / 0.0016 [3148/10000][0/13] Loss_D: 0.0023 Loss_G: 11.2747 D(x): 0.9982 D(G(z)): 0.0004 / 0.0002 [3149/10000][0/13] Loss_D: 0.0036 Loss_G: 7.8735 D(x): 1.0000 D(G(z)): 0.0035 / 0.0018 [3150/10000][0/13] Loss_D: 0.0035 Loss_G: 7.2633 D(x): 1.0000 D(G(z)): 0.0034 / 0.0012 [3151/10000][0/13] Loss_D: 0.0023 Loss_G: 6.8707 D(x): 0.9998 D(G(z)): 0.0021 / 0.0014 [3152/10000][0/13] Loss_D: 0.0242 Loss_G: 5.3518 D(x): 0.9965 D(G(z)): 0.0201 / 0.0081 [3153/10000][0/13] Loss_D: 0.0018 Loss_G: 7.1317 D(x): 0.9999 D(G(z)): 0.0017 / 0.0011 [3154/10000][0/13] Loss_D: 0.0018 Loss_G: 9.8519 D(x): 0.9986 D(G(z)): 0.0004 / 0.0004 [3155/10000][0/13] Loss_D: 0.0097 Loss_G: 9.1323 D(x): 1.0000 D(G(z)): 0.0096 / 0.0030 [3156/10000][0/13] Loss_D: 0.0033 Loss_G: 7.2463 D(x): 0.9999 D(G(z)): 0.0032 / 0.0020 [3157/10000][0/13] Loss_D: 0.0109 Loss_G: 6.1406 D(x): 1.0000 D(G(z)): 0.0104 / 0.0055 [3158/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3466 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [3159/10000][0/13] Loss_D: 0.2071 Loss_G: 26.0881 D(x): 0.8739 D(G(z)): 0.0000 / 0.0018 [3160/10000][0/13] Loss_D: 0.0077 Loss_G: 24.6136 D(x): 0.9963 D(G(z)): 0.0037 / 0.0023 [3161/10000][0/13] Loss_D: 0.0012 Loss_G: 24.5396 D(x): 0.9998 D(G(z)): 0.0011 / 0.0008 [3162/10000][0/13] Loss_D: 0.0037 Loss_G: 25.1432 D(x): 0.9973 D(G(z)): 0.0010 / 0.0007 [3163/10000][0/13] Loss_D: 0.0002 Loss_G: 15.4498 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [3164/10000][0/13] Loss_D: 0.0033 Loss_G: 19.5036 D(x): 0.9993 D(G(z)): 0.0025 / 0.0010 [3165/10000][0/13] Loss_D: 0.5872 Loss_G: 26.1454 D(x): 1.0000 D(G(z)): 0.2238 / 0.0000 [3166/10000][0/13] Loss_D: 0.0009 Loss_G: 27.5299 D(x): 0.9999 D(G(z)): 0.0008 / 0.0005 [3167/10000][0/13] Loss_D: 0.0019 Loss_G: 21.0949 D(x): 0.9992 D(G(z)): 0.0011 / 0.0004 [3168/10000][0/13] Loss_D: 0.0079 Loss_G: 19.4367 D(x): 0.9950 D(G(z)): 0.0026 / 0.0010 [3169/10000][0/13] Loss_D: 0.0007 Loss_G: 20.2125 D(x): 0.9998 D(G(z)): 0.0005 / 0.0003 [3170/10000][0/13] Loss_D: 0.0036 Loss_G: 16.9580 D(x): 0.9993 D(G(z)): 0.0030 / 0.0014 [3171/10000][0/13] Loss_D: 0.0005 Loss_G: 14.7325 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [3172/10000][0/13] Loss_D: 0.0008 Loss_G: 13.1568 D(x): 0.9995 D(G(z)): 0.0003 / 0.0003 [3173/10000][0/13] Loss_D: 0.0023 Loss_G: 12.5128 D(x): 1.0000 D(G(z)): 0.0023 / 0.0017 [3174/10000][0/13] Loss_D: 0.0015 Loss_G: 10.2185 D(x): 0.9996 D(G(z)): 0.0011 / 0.0009 [3175/10000][0/13] Loss_D: 0.0044 Loss_G: 6.9291 D(x): 0.9988 D(G(z)): 0.0031 / 0.0018 [3176/10000][0/13] Loss_D: 0.0138 Loss_G: 8.5344 D(x): 0.9946 D(G(z)): 0.0078 / 0.0010 [3177/10000][0/13] Loss_D: 0.0032 Loss_G: 7.5765 D(x): 0.9983 D(G(z)): 0.0014 / 0.0013 [3178/10000][0/13] Loss_D: 1.1543 Loss_G: 11.6562 D(x): 0.9685 D(G(z)): 0.0343 / 0.0338 [3179/10000][0/13] Loss_D: 0.0041 Loss_G: 23.2236 D(x): 1.0000 D(G(z)): 0.0040 / 0.0022 [3180/10000][0/13] Loss_D: 0.0407 Loss_G: 21.8519 D(x): 0.9998 D(G(z)): 0.0344 / 0.0015 [3181/10000][0/13] Loss_D: 0.0831 Loss_G: 19.0595 D(x): 0.9999 D(G(z)): 0.0579 / 0.0008 [3182/10000][0/13] Loss_D: 0.0248 Loss_G: 13.5653 D(x): 1.0000 D(G(z)): 0.0201 / 0.0012 [3183/10000][0/13] Loss_D: 0.0005 Loss_G: 14.8454 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [3184/10000][0/13] Loss_D: 0.0049 Loss_G: 21.4013 D(x): 0.9992 D(G(z)): 0.0041 / 0.0015 [3185/10000][0/13] Loss_D: 0.0012 Loss_G: 19.4970 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [3186/10000][0/13] Loss_D: 0.0051 Loss_G: 15.8732 D(x): 0.9979 D(G(z)): 0.0030 / 0.0022 [3187/10000][0/13] Loss_D: 0.0006 Loss_G: 16.3593 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [3188/10000][0/13] Loss_D: 0.0031 Loss_G: 12.1263 D(x): 0.9983 D(G(z)): 0.0014 / 0.0010 [3189/10000][0/13] Loss_D: 0.0008 Loss_G: 15.5492 D(x): 0.9992 D(G(z)): 0.0001 / 0.0000 [3190/10000][0/13] Loss_D: 0.0016 Loss_G: 9.9987 D(x): 1.0000 D(G(z)): 0.0016 / 0.0014 [3191/10000][0/13] Loss_D: 0.0017 Loss_G: 7.0975 D(x): 0.9998 D(G(z)): 0.0015 / 0.0013 [3192/10000][0/13] Loss_D: 0.0214 Loss_G: 5.2377 D(x): 0.9999 D(G(z)): 0.0208 / 0.0086 [3193/10000][0/13] Loss_D: 0.0037 Loss_G: 6.9414 D(x): 0.9991 D(G(z)): 0.0028 / 0.0016 [3194/10000][0/13] Loss_D: 0.0530 Loss_G: 9.4513 D(x): 0.9997 D(G(z)): 0.0476 / 0.0017 [3195/10000][0/13] Loss_D: 1.1038 Loss_G: 33.0142 D(x): 1.0000 D(G(z)): 0.4533 / 0.0000 [3196/10000][0/13] Loss_D: 0.0165 Loss_G: 22.1224 D(x): 1.0000 D(G(z)): 0.0144 / 0.0007 [3197/10000][0/13] Loss_D: 0.0001 Loss_G: 19.3849 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [3198/10000][0/13] Loss_D: 0.0102 Loss_G: 7.0008 D(x): 0.9999 D(G(z)): 0.0099 / 0.0079 [3199/10000][0/13] Loss_D: 0.0120 Loss_G: 6.4272 D(x): 0.9992 D(G(z)): 0.0110 / 0.0032 [3200/10000][0/13] Loss_D: 0.0928 Loss_G: 7.1473 D(x): 0.9372 D(G(z)): 0.0001 / 0.0796 [3201/10000][0/13] Loss_D: 0.2046 Loss_G: 13.9141 D(x): 0.9677 D(G(z)): 0.0002 / 0.0001 [3202/10000][0/13] Loss_D: 0.0007 Loss_G: 8.7801 D(x): 0.9997 D(G(z)): 0.0004 / 0.0005 [3203/10000][0/13] Loss_D: 0.0074 Loss_G: 6.1716 D(x): 0.9999 D(G(z)): 0.0072 / 0.0058 [3204/10000][0/13] Loss_D: 0.0027 Loss_G: 6.8991 D(x): 0.9996 D(G(z)): 0.0023 / 0.0018 [3205/10000][0/13] Loss_D: 0.0009 Loss_G: 7.5676 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [3206/10000][0/13] Loss_D: 0.0131 Loss_G: 6.3929 D(x): 1.0000 D(G(z)): 0.0126 / 0.0030 [3207/10000][0/13] Loss_D: 0.0093 Loss_G: 7.2370 D(x): 0.9917 D(G(z)): 0.0007 / 0.0011 [3208/10000][0/13] Loss_D: 0.0053 Loss_G: 6.4236 D(x): 1.0000 D(G(z)): 0.0052 / 0.0026 [3209/10000][0/13] Loss_D: 0.0027 Loss_G: 6.7347 D(x): 0.9998 D(G(z)): 0.0025 / 0.0019 [3210/10000][0/13] Loss_D: 0.0178 Loss_G: 5.9217 D(x): 1.0000 D(G(z)): 0.0175 / 0.0047 [3211/10000][0/13] Loss_D: 0.0166 Loss_G: 6.2018 D(x): 0.9994 D(G(z)): 0.0153 / 0.0069 [3212/10000][0/13] Loss_D: 0.0002 Loss_G: 11.3262 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [3213/10000][0/13] Loss_D: 0.0018 Loss_G: 7.2139 D(x): 1.0000 D(G(z)): 0.0018 / 0.0014 [3214/10000][0/13] Loss_D: 0.0012 Loss_G: 8.3849 D(x): 0.9999 D(G(z)): 0.0011 / 0.0008 [3215/10000][0/13] Loss_D: 0.0019 Loss_G: 7.7900 D(x): 0.9990 D(G(z)): 0.0009 / 0.0007 [3216/10000][0/13] Loss_D: 0.0082 Loss_G: 6.6119 D(x): 1.0000 D(G(z)): 0.0081 / 0.0023 [3217/10000][0/13] Loss_D: 0.0033 Loss_G: 7.0085 D(x): 0.9980 D(G(z)): 0.0013 / 0.0014 [3218/10000][0/13] Loss_D: 0.0215 Loss_G: 7.2294 D(x): 0.9822 D(G(z)): 0.0007 / 0.0026 [3219/10000][0/13] Loss_D: 0.0018 Loss_G: 7.6679 D(x): 0.9993 D(G(z)): 0.0011 / 0.0014 [3220/10000][0/13] Loss_D: 0.0226 Loss_G: 8.0562 D(x): 1.0000 D(G(z)): 0.0216 / 0.0084 [3221/10000][0/13] Loss_D: 0.0077 Loss_G: 6.8930 D(x): 0.9955 D(G(z)): 0.0031 / 0.0021 [3222/10000][0/13] Loss_D: 0.0010 Loss_G: 9.5570 D(x): 0.9993 D(G(z)): 0.0002 / 0.0002 [3223/10000][0/13] Loss_D: 0.0019 Loss_G: 7.6294 D(x): 0.9998 D(G(z)): 0.0017 / 0.0012 [3224/10000][0/13] Loss_D: 0.0024 Loss_G: 6.9498 D(x): 0.9999 D(G(z)): 0.0023 / 0.0019 [3225/10000][0/13] Loss_D: 0.0040 Loss_G: 7.5866 D(x): 1.0000 D(G(z)): 0.0039 / 0.0019 [3226/10000][0/13] Loss_D: 0.4046 Loss_G: 19.6057 D(x): 1.0000 D(G(z)): 0.2095 / 0.0001 [3227/10000][0/13] Loss_D: 0.0013 Loss_G: 10.5720 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [3228/10000][0/13] Loss_D: 0.2944 Loss_G: 14.1165 D(x): 1.0000 D(G(z)): 0.1760 / 0.0007 [3229/10000][0/13] Loss_D: 0.0028 Loss_G: 15.2264 D(x): 0.9996 D(G(z)): 0.0024 / 0.0010 [3230/10000][0/13] Loss_D: 0.0014 Loss_G: 16.7542 D(x): 0.9990 D(G(z)): 0.0004 / 0.0003 [3231/10000][0/13] Loss_D: 0.0281 Loss_G: 13.3027 D(x): 0.9759 D(G(z)): 0.0006 / 0.0015 [3232/10000][0/13] Loss_D: 0.0031 Loss_G: 15.7894 D(x): 0.9982 D(G(z)): 0.0014 / 0.0011 [3233/10000][0/13] Loss_D: 0.0013 Loss_G: 9.0734 D(x): 0.9995 D(G(z)): 0.0008 / 0.0008 [3234/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9816 D(x): 0.9998 D(G(z)): 0.0007 / 0.0005 [3235/10000][0/13] Loss_D: 0.0158 Loss_G: 13.0681 D(x): 0.9998 D(G(z)): 0.0151 / 0.0003 [3236/10000][0/13] Loss_D: 0.0024 Loss_G: 7.1702 D(x): 1.0000 D(G(z)): 0.0023 / 0.0017 [3237/10000][0/13] Loss_D: 0.0037 Loss_G: 7.0876 D(x): 1.0000 D(G(z)): 0.0036 / 0.0080 [3238/10000][0/13] Loss_D: 0.0044 Loss_G: 6.9061 D(x): 0.9978 D(G(z)): 0.0021 / 0.0018 [3239/10000][0/13] Loss_D: 0.0210 Loss_G: 6.3474 D(x): 0.9995 D(G(z)): 0.0201 / 0.0034 [3240/10000][0/13] Loss_D: 0.0014 Loss_G: 7.6467 D(x): 0.9997 D(G(z)): 0.0012 / 0.0010 [3241/10000][0/13] Loss_D: 0.0232 Loss_G: 7.5692 D(x): 0.9999 D(G(z)): 0.0223 / 0.0022 [3242/10000][0/13] Loss_D: 0.0021 Loss_G: 6.6691 D(x): 0.9999 D(G(z)): 0.0019 / 0.0023 [3243/10000][0/13] Loss_D: 0.0036 Loss_G: 6.4874 D(x): 1.0000 D(G(z)): 0.0035 / 0.0024 [3244/10000][0/13] Loss_D: 0.0236 Loss_G: 6.9034 D(x): 0.9995 D(G(z)): 0.0193 / 0.0018 [3245/10000][0/13] Loss_D: 0.0069 Loss_G: 6.5530 D(x): 0.9972 D(G(z)): 0.0041 / 0.0020 [3246/10000][0/13] Loss_D: 0.0793 Loss_G: 16.4442 D(x): 0.9607 D(G(z)): 0.0054 / 0.0038 [3247/10000][0/13] Loss_D: 0.0174 Loss_G: 9.9518 D(x): 0.9999 D(G(z)): 0.0160 / 0.0002 [3248/10000][0/13] Loss_D: 0.0068 Loss_G: 7.0145 D(x): 0.9960 D(G(z)): 0.0026 / 0.0016 [3249/10000][0/13] Loss_D: 0.0015 Loss_G: 7.8419 D(x): 0.9999 D(G(z)): 0.0014 / 0.0010 [3250/10000][0/13] Loss_D: 0.0048 Loss_G: 8.2085 D(x): 1.0000 D(G(z)): 0.0047 / 0.0023 [3251/10000][0/13] Loss_D: 0.0010 Loss_G: 7.6091 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [3252/10000][0/13] Loss_D: 0.0006 Loss_G: 8.0538 D(x): 0.9999 D(G(z)): 0.0005 / 0.0005 [3253/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0986 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [3254/10000][0/13] Loss_D: 0.0013 Loss_G: 24.7136 D(x): 0.9997 D(G(z)): 0.0010 / 0.0009 [3255/10000][0/13] Loss_D: 0.0052 Loss_G: 19.4423 D(x): 0.9963 D(G(z)): 0.0013 / 0.0013 [3256/10000][0/13] Loss_D: 0.0010 Loss_G: 23.1215 D(x): 0.9996 D(G(z)): 0.0005 / 0.0002 [3257/10000][0/13] Loss_D: 0.0007 Loss_G: 13.5343 D(x): 1.0000 D(G(z)): 0.0007 / 0.0024 [3258/10000][0/13] Loss_D: 0.1947 Loss_G: 23.5468 D(x): 1.0000 D(G(z)): 0.1294 / 0.0002 [3259/10000][0/13] Loss_D: 0.0048 Loss_G: 23.4234 D(x): 0.9997 D(G(z)): 0.0043 / 0.0015 [3260/10000][0/13] Loss_D: 0.0003 Loss_G: 16.6520 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [3261/10000][0/13] Loss_D: 0.0084 Loss_G: 13.5957 D(x): 1.0000 D(G(z)): 0.0083 / 0.0025 [3262/10000][0/13] Loss_D: 0.5642 Loss_G: 17.2267 D(x): 0.9990 D(G(z)): 0.1232 / 0.0002 [3263/10000][0/13] Loss_D: 0.0380 Loss_G: 9.2264 D(x): 0.9990 D(G(z)): 0.0263 / 0.0009 [3264/10000][0/13] Loss_D: 0.0032 Loss_G: 8.9898 D(x): 0.9971 D(G(z)): 0.0003 / 0.0003 [3265/10000][0/13] Loss_D: 0.0039 Loss_G: 6.7826 D(x): 0.9996 D(G(z)): 0.0036 / 0.0018 [3266/10000][0/13] Loss_D: 1.6793 Loss_G: 25.7517 D(x): 1.0000 D(G(z)): 0.2917 / 0.0000 [3267/10000][0/13] Loss_D: 0.1145 Loss_G: 28.9242 D(x): 0.9685 D(G(z)): 0.0000 / 0.0000 [3268/10000][0/13] Loss_D: 0.0009 Loss_G: 20.3871 D(x): 0.9994 D(G(z)): 0.0003 / 0.0002 [3269/10000][0/13] Loss_D: 0.0031 Loss_G: 17.4759 D(x): 0.9977 D(G(z)): 0.0008 / 0.0005 [3270/10000][0/13] Loss_D: 0.0007 Loss_G: 16.4941 D(x): 1.0000 D(G(z)): 0.0007 / 0.0001 [3271/10000][0/13] Loss_D: 0.0060 Loss_G: 11.8138 D(x): 1.0000 D(G(z)): 0.0060 / 0.0025 [3272/10000][0/13] Loss_D: 0.0024 Loss_G: 10.1430 D(x): 0.9993 D(G(z)): 0.0017 / 0.0012 [3273/10000][0/13] Loss_D: 0.0047 Loss_G: 6.6014 D(x): 0.9987 D(G(z)): 0.0034 / 0.0018 [3274/10000][0/13] Loss_D: 0.0027 Loss_G: 6.5206 D(x): 0.9999 D(G(z)): 0.0025 / 0.0021 [3275/10000][0/13] Loss_D: 0.0016 Loss_G: 7.2534 D(x): 0.9996 D(G(z)): 0.0012 / 0.0010 [3276/10000][0/13] Loss_D: 0.0057 Loss_G: 7.1661 D(x): 0.9999 D(G(z)): 0.0055 / 0.0012 [3277/10000][0/13] Loss_D: 0.5360 Loss_G: 19.9970 D(x): 0.9998 D(G(z)): 0.2035 / 0.0000 [3278/10000][0/13] Loss_D: 0.9484 Loss_G: 35.1503 D(x): 0.9430 D(G(z)): 0.0002 / 0.0002 [3279/10000][0/13] Loss_D: 0.0011 Loss_G: 19.7869 D(x): 1.0000 D(G(z)): 0.0011 / 0.0006 [3280/10000][0/13] Loss_D: 0.0002 Loss_G: 18.8755 D(x): 0.9999 D(G(z)): 0.0001 / 0.0000 [3281/10000][0/13] Loss_D: 0.0017 Loss_G: 14.1731 D(x): 0.9998 D(G(z)): 0.0015 / 0.0012 [3282/10000][0/13] Loss_D: 0.0043 Loss_G: 13.8246 D(x): 0.9982 D(G(z)): 0.0024 / 0.0018 [3283/10000][0/13] Loss_D: 0.0010 Loss_G: 10.9677 D(x): 0.9998 D(G(z)): 0.0008 / 0.0005 [3284/10000][0/13] Loss_D: 0.0407 Loss_G: 9.6125 D(x): 1.0000 D(G(z)): 0.0375 / 0.0024 [3285/10000][0/13] Loss_D: 0.0031 Loss_G: 9.9838 D(x): 0.9994 D(G(z)): 0.0025 / 0.0012 [3286/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3148 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [3287/10000][0/13] Loss_D: 0.0028 Loss_G: 6.9157 D(x): 0.9999 D(G(z)): 0.0027 / 0.0018 [3288/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2545 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [3289/10000][0/13] Loss_D: 0.0039 Loss_G: 8.3408 D(x): 0.9969 D(G(z)): 0.0007 / 0.0007 [3290/10000][0/13] Loss_D: 0.0043 Loss_G: 6.5479 D(x): 0.9999 D(G(z)): 0.0042 / 0.0024 [3291/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2862 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [3292/10000][0/13] Loss_D: 0.0013 Loss_G: 9.0418 D(x): 0.9990 D(G(z)): 0.0003 / 0.0003 [3293/10000][0/13] Loss_D: 0.0040 Loss_G: 18.2717 D(x): 0.9993 D(G(z)): 0.0033 / 0.0026 [3294/10000][0/13] Loss_D: 1.2487 Loss_G: 20.2533 D(x): 0.9685 D(G(z)): 0.0021 / 0.0017 [3295/10000][0/13] Loss_D: 1.2216 Loss_G: 19.8665 D(x): 0.9678 D(G(z)): 0.0051 / 0.0029 [3296/10000][0/13] Loss_D: 7.8612 Loss_G: 45.0074 D(x): 1.0000 D(G(z)): 0.8745 / 0.0000 [3297/10000][0/13] Loss_D: 0.0710 Loss_G: 31.2563 D(x): 0.9665 D(G(z)): 0.0000 / 0.0000 [3298/10000][0/13] Loss_D: 0.0193 Loss_G: 18.2617 D(x): 0.9974 D(G(z)): 0.0159 / 0.0010 [3299/10000][0/13] Loss_D: 0.0156 Loss_G: 12.4315 D(x): 0.9908 D(G(z)): 0.0051 / 0.0016 [3300/10000][0/13] Loss_D: 0.0114 Loss_G: 8.0191 D(x): 0.9969 D(G(z)): 0.0082 / 0.0020 [3301/10000][0/13] Loss_D: 0.0151 Loss_G: 6.1808 D(x): 0.9985 D(G(z)): 0.0134 / 0.0030 [3302/10000][0/13] Loss_D: 0.0025 Loss_G: 7.5012 D(x): 0.9998 D(G(z)): 0.0022 / 0.0010 [3303/10000][0/13] Loss_D: 0.0060 Loss_G: 7.4343 D(x): 0.9977 D(G(z)): 0.0037 / 0.0019 [3304/10000][0/13] Loss_D: 0.0170 Loss_G: 5.9362 D(x): 0.9908 D(G(z)): 0.0071 / 0.0055 [3305/10000][0/13] Loss_D: 0.1122 Loss_G: 8.5039 D(x): 0.9998 D(G(z)): 0.0989 / 0.0034 [3306/10000][0/13] Loss_D: 0.0076 Loss_G: 6.5205 D(x): 1.0000 D(G(z)): 0.0074 / 0.0045 [3307/10000][0/13] Loss_D: 0.0026 Loss_G: 7.1669 D(x): 0.9996 D(G(z)): 0.0022 / 0.0019 [3308/10000][0/13] Loss_D: 0.0205 Loss_G: 7.3455 D(x): 0.9999 D(G(z)): 0.0178 / 0.0029 [3309/10000][0/13] Loss_D: 0.0047 Loss_G: 13.9930 D(x): 0.9964 D(G(z)): 0.0010 / 0.0007 [3310/10000][0/13] Loss_D: 0.0008 Loss_G: 15.4123 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [3311/10000][0/13] Loss_D: 0.0056 Loss_G: 9.5111 D(x): 0.9952 D(G(z)): 0.0007 / 0.0007 [3312/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7217 D(x): 0.9999 D(G(z)): 0.0007 / 0.0005 [3313/10000][0/13] Loss_D: 0.0464 Loss_G: 6.7469 D(x): 0.9998 D(G(z)): 0.0408 / 0.0028 [3314/10000][0/13] Loss_D: 0.0006 Loss_G: 10.2657 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [3315/10000][0/13] Loss_D: 0.0018 Loss_G: 7.5527 D(x): 0.9992 D(G(z)): 0.0010 / 0.0009 [3316/10000][0/13] Loss_D: 0.0013 Loss_G: 7.6407 D(x): 0.9999 D(G(z)): 0.0012 / 0.0009 [3317/10000][0/13] Loss_D: 0.0024 Loss_G: 9.1997 D(x): 0.9978 D(G(z)): 0.0002 / 0.0002 [3318/10000][0/13] Loss_D: 0.0028 Loss_G: 7.0917 D(x): 0.9998 D(G(z)): 0.0025 / 0.0020 [3319/10000][0/13] Loss_D: 0.0170 Loss_G: 5.4174 D(x): 0.9996 D(G(z)): 0.0164 / 0.0067 [3320/10000][0/13] Loss_D: 0.0213 Loss_G: 6.2714 D(x): 0.9999 D(G(z)): 0.0203 / 0.0045 [3321/10000][0/13] Loss_D: 0.0039 Loss_G: 6.7371 D(x): 1.0000 D(G(z)): 0.0038 / 0.0027 [3322/10000][0/13] Loss_D: 0.0027 Loss_G: 8.1560 D(x): 0.9998 D(G(z)): 0.0025 / 0.0015 [3323/10000][0/13] Loss_D: 0.0144 Loss_G: 6.6370 D(x): 0.9902 D(G(z)): 0.0043 / 0.0032 [3324/10000][0/13] Loss_D: 0.0028 Loss_G: 7.5237 D(x): 0.9998 D(G(z)): 0.0026 / 0.0026 [3325/10000][0/13] Loss_D: 0.0071 Loss_G: 6.5229 D(x): 0.9993 D(G(z)): 0.0063 / 0.0116 [3326/10000][0/13] Loss_D: 0.0030 Loss_G: 8.1496 D(x): 0.9998 D(G(z)): 0.0029 / 0.0018 [3327/10000][0/13] Loss_D: 0.0052 Loss_G: 15.7142 D(x): 0.9999 D(G(z)): 0.0051 / 0.0056 [3328/10000][0/13] Loss_D: 0.0011 Loss_G: 13.0395 D(x): 0.9992 D(G(z)): 0.0003 / 0.0002 [3329/10000][0/13] Loss_D: 0.0105 Loss_G: 11.9757 D(x): 0.9901 D(G(z)): 0.0004 / 0.0005 [3330/10000][0/13] Loss_D: 0.0101 Loss_G: 9.2141 D(x): 0.9925 D(G(z)): 0.0025 / 0.0022 [3331/10000][0/13] Loss_D: 0.0017 Loss_G: 9.1349 D(x): 0.9998 D(G(z)): 0.0015 / 0.0011 [3332/10000][0/13] Loss_D: 0.0091 Loss_G: 10.4753 D(x): 0.9931 D(G(z)): 0.0018 / 0.0010 [3333/10000][0/13] Loss_D: 0.0111 Loss_G: 7.7761 D(x): 0.9987 D(G(z)): 0.0093 / 0.0019 [3334/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7202 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [3335/10000][0/13] Loss_D: 0.0101 Loss_G: 8.9240 D(x): 0.9912 D(G(z)): 0.0008 / 0.0007 [3336/10000][0/13] Loss_D: 0.0152 Loss_G: 6.5915 D(x): 0.9911 D(G(z)): 0.0059 / 0.0103 [3337/10000][0/13] Loss_D: 0.2005 Loss_G: 9.8920 D(x): 0.9688 D(G(z)): 0.0025 / 0.0019 [3338/10000][0/13] Loss_D: 0.0016 Loss_G: 10.7360 D(x): 0.9987 D(G(z)): 0.0003 / 0.0002 [3339/10000][0/13] Loss_D: 0.0029 Loss_G: 7.4596 D(x): 0.9987 D(G(z)): 0.0015 / 0.0013 [3340/10000][0/13] Loss_D: 0.0025 Loss_G: 7.2923 D(x): 1.0000 D(G(z)): 0.0024 / 0.0016 [3341/10000][0/13] Loss_D: 0.0032 Loss_G: 8.4007 D(x): 0.9975 D(G(z)): 0.0007 / 0.0006 [3342/10000][0/13] Loss_D: 1.6762 Loss_G: 28.5191 D(x): 1.0000 D(G(z)): 0.5353 / 0.0001 [3343/10000][0/13] Loss_D: 0.0245 Loss_G: 13.6024 D(x): 1.0000 D(G(z)): 0.0215 / 0.0022 [3344/10000][0/13] Loss_D: 0.1366 Loss_G: 9.0150 D(x): 1.0000 D(G(z)): 0.0805 / 0.0005 [3345/10000][0/13] Loss_D: 0.0036 Loss_G: 7.0149 D(x): 0.9988 D(G(z)): 0.0024 / 0.0015 [3346/10000][0/13] Loss_D: 0.0105 Loss_G: 5.9137 D(x): 0.9999 D(G(z)): 0.0103 / 0.0033 [3347/10000][0/13] Loss_D: 0.0126 Loss_G: 5.6878 D(x): 0.9995 D(G(z)): 0.0121 / 0.0038 [3348/10000][0/13] Loss_D: 0.0046 Loss_G: 6.4910 D(x): 0.9981 D(G(z)): 0.0026 / 0.0021 [3349/10000][0/13] Loss_D: 0.0244 Loss_G: 5.4448 D(x): 0.9877 D(G(z)): 0.0097 / 0.0083 [3350/10000][0/13] Loss_D: 0.0038 Loss_G: 6.5106 D(x): 0.9996 D(G(z)): 0.0034 / 0.0023 [3351/10000][0/13] Loss_D: 0.0026 Loss_G: 6.9681 D(x): 0.9996 D(G(z)): 0.0022 / 0.0017 [3352/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7153 D(x): 0.9994 D(G(z)): 0.0012 / 0.0009 [3353/10000][0/13] Loss_D: 0.0035 Loss_G: 7.4016 D(x): 0.9986 D(G(z)): 0.0020 / 0.0015 [3354/10000][0/13] Loss_D: 0.0068 Loss_G: 5.9819 D(x): 1.0000 D(G(z)): 0.0068 / 0.0045 [3355/10000][0/13] Loss_D: 0.1724 Loss_G: 22.5330 D(x): 0.9632 D(G(z)): 0.0786 / 0.0048 [3356/10000][0/13] Loss_D: 0.6742 Loss_G: 37.6901 D(x): 1.0000 D(G(z)): 0.2740 / 0.0000 [3357/10000][0/13] Loss_D: 0.0060 Loss_G: 34.9154 D(x): 0.9959 D(G(z)): 0.0017 / 0.0012 [3358/10000][0/13] Loss_D: 0.0146 Loss_G: 22.6195 D(x): 1.0000 D(G(z)): 0.0141 / 0.0023 [3359/10000][0/13] Loss_D: 0.0130 Loss_G: 17.7751 D(x): 0.9998 D(G(z)): 0.0125 / 0.0020 [3360/10000][0/13] Loss_D: 0.0034 Loss_G: 17.4348 D(x): 0.9991 D(G(z)): 0.0025 / 0.0011 [3361/10000][0/13] Loss_D: 0.0033 Loss_G: 15.5099 D(x): 1.0000 D(G(z)): 0.0032 / 0.0111 [3362/10000][0/13] Loss_D: 0.0034 Loss_G: 14.4453 D(x): 0.9969 D(G(z)): 0.0003 / 0.0003 [3363/10000][0/13] Loss_D: 0.0037 Loss_G: 11.0505 D(x): 0.9999 D(G(z)): 0.0037 / 0.0020 [3364/10000][0/13] Loss_D: 0.0039 Loss_G: 6.4557 D(x): 0.9996 D(G(z)): 0.0035 / 0.0029 [3365/10000][0/13] Loss_D: 0.0021 Loss_G: 6.7712 D(x): 1.0000 D(G(z)): 0.0021 / 0.0016 [3366/10000][0/13] Loss_D: 0.0096 Loss_G: 6.4155 D(x): 0.9928 D(G(z)): 0.0020 / 0.0026 [3367/10000][0/13] Loss_D: 0.0010 Loss_G: 7.7779 D(x): 0.9999 D(G(z)): 0.0009 / 0.0008 [3368/10000][0/13] Loss_D: 6.7598 Loss_G: 6.8867 D(x): 0.9993 D(G(z)): 0.1197 / 0.0947 [3369/10000][0/13] Loss_D: 0.0077 Loss_G: 17.1394 D(x): 1.0000 D(G(z)): 0.0076 / 0.0016 [3370/10000][0/13] Loss_D: 0.0019 Loss_G: 17.1802 D(x): 0.9999 D(G(z)): 0.0018 / 0.0012 [3371/10000][0/13] Loss_D: 0.0068 Loss_G: 14.6909 D(x): 0.9967 D(G(z)): 0.0035 / 0.0024 [3372/10000][0/13] Loss_D: 0.0074 Loss_G: 14.7308 D(x): 0.9998 D(G(z)): 0.0072 / 0.0028 [3373/10000][0/13] Loss_D: 0.0075 Loss_G: 22.0581 D(x): 0.9999 D(G(z)): 0.0072 / 0.0030 [3374/10000][0/13] Loss_D: 0.0023 Loss_G: 17.0239 D(x): 0.9999 D(G(z)): 0.0022 / 0.0013 [3375/10000][0/13] Loss_D: 0.0037 Loss_G: 32.9520 D(x): 0.9995 D(G(z)): 0.0032 / 0.0090 [3376/10000][0/13] Loss_D: 0.0011 Loss_G: 25.3263 D(x): 0.9999 D(G(z)): 0.0010 / 0.0007 [3377/10000][0/13] Loss_D: 0.9210 Loss_G: 24.4452 D(x): 0.9686 D(G(z)): 0.0159 / 0.0038 [3378/10000][0/13] Loss_D: 0.0030 Loss_G: 19.2094 D(x): 0.9999 D(G(z)): 0.0029 / 0.0020 [3379/10000][0/13] Loss_D: 0.0006 Loss_G: 14.0460 D(x): 0.9998 D(G(z)): 0.0004 / 0.0025 [3380/10000][0/13] Loss_D: 0.0009 Loss_G: 11.1883 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [3381/10000][0/13] Loss_D: 0.0017 Loss_G: 7.3768 D(x): 1.0000 D(G(z)): 0.0017 / 0.0012 [3382/10000][0/13] Loss_D: 0.0019 Loss_G: 7.6124 D(x): 0.9994 D(G(z)): 0.0013 / 0.0012 [3383/10000][0/13] Loss_D: 0.0159 Loss_G: 7.0455 D(x): 0.9996 D(G(z)): 0.0148 / 0.0018 [3384/10000][0/13] Loss_D: 0.0049 Loss_G: 6.5228 D(x): 0.9984 D(G(z)): 0.0033 / 0.0025 [3385/10000][0/13] Loss_D: 0.0005 Loss_G: 23.2814 D(x): 0.9995 D(G(z)): 0.0000 / 0.0000 [3386/10000][0/13] Loss_D: 0.0016 Loss_G: 12.2882 D(x): 0.9999 D(G(z)): 0.0015 / 0.0008 [3387/10000][0/13] Loss_D: 0.0067 Loss_G: 8.2758 D(x): 0.9998 D(G(z)): 0.0064 / 0.0021 [3388/10000][0/13] Loss_D: 0.0054 Loss_G: 6.6712 D(x): 0.9999 D(G(z)): 0.0052 / 0.0024 [3389/10000][0/13] Loss_D: 0.0192 Loss_G: 8.5856 D(x): 0.9830 D(G(z)): 0.0004 / 0.0005 [3390/10000][0/13] Loss_D: 0.0004 Loss_G: 9.5762 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [3391/10000][0/13] Loss_D: 0.0203 Loss_G: 6.8617 D(x): 0.9982 D(G(z)): 0.0156 / 0.0106 [3392/10000][0/13] Loss_D: 0.0043 Loss_G: 7.1620 D(x): 1.0000 D(G(z)): 0.0042 / 0.0026 [3393/10000][0/13] Loss_D: 0.0014 Loss_G: 7.7784 D(x): 0.9998 D(G(z)): 0.0011 / 0.0014 [3394/10000][0/13] Loss_D: 0.0905 Loss_G: 8.7028 D(x): 0.9999 D(G(z)): 0.0798 / 0.0012 [3395/10000][0/13] Loss_D: 0.0011 Loss_G: 9.6879 D(x): 0.9998 D(G(z)): 0.0008 / 0.0007 [3396/10000][0/13] Loss_D: 0.0037 Loss_G: 9.1710 D(x): 0.9975 D(G(z)): 0.0012 / 0.0009 [3397/10000][0/13] Loss_D: 0.0016 Loss_G: 8.4240 D(x): 0.9996 D(G(z)): 0.0011 / 0.0009 [3398/10000][0/13] Loss_D: 0.0007 Loss_G: 8.8294 D(x): 0.9997 D(G(z)): 0.0004 / 0.0004 [3399/10000][0/13] Loss_D: 0.0085 Loss_G: 6.4061 D(x): 0.9981 D(G(z)): 0.0065 / 0.0046 [3400/10000][0/13] Loss_D: 0.0010 Loss_G: 7.9909 D(x): 0.9998 D(G(z)): 0.0008 / 0.0007 [3401/10000][0/13] Loss_D: 0.0036 Loss_G: 7.9677 D(x): 0.9991 D(G(z)): 0.0027 / 0.0033 [3402/10000][0/13] Loss_D: 1.5273 Loss_G: 24.5846 D(x): 0.9456 D(G(z)): 0.0013 / 0.0017 [3403/10000][0/13] Loss_D: 0.0039 Loss_G: 21.1305 D(x): 1.0000 D(G(z)): 0.0039 / 0.0020 [3404/10000][0/13] Loss_D: 0.0007 Loss_G: 21.6754 D(x): 0.9998 D(G(z)): 0.0005 / 0.0006 [3405/10000][0/13] Loss_D: 0.0012 Loss_G: 17.5988 D(x): 0.9990 D(G(z)): 0.0002 / 0.0002 [3406/10000][0/13] Loss_D: 0.0007 Loss_G: 17.6959 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [3407/10000][0/13] Loss_D: 1.0945 Loss_G: 15.7091 D(x): 0.9682 D(G(z)): 0.0054 / 0.0030 [3408/10000][0/13] Loss_D: 0.0009 Loss_G: 21.8139 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [3409/10000][0/13] Loss_D: 0.0024 Loss_G: 12.6084 D(x): 0.9997 D(G(z)): 0.0021 / 0.0020 [3410/10000][0/13] Loss_D: 0.0015 Loss_G: 11.1693 D(x): 0.9998 D(G(z)): 0.0013 / 0.0011 [3411/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4153 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [3412/10000][0/13] Loss_D: 0.0042 Loss_G: 6.8632 D(x): 1.0000 D(G(z)): 0.0042 / 0.0017 [3413/10000][0/13] Loss_D: 0.0035 Loss_G: 6.9411 D(x): 1.0000 D(G(z)): 0.0035 / 0.0032 [3414/10000][0/13] Loss_D: 0.0011 Loss_G: 8.1608 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [3415/10000][0/13] Loss_D: 0.0008 Loss_G: 8.5046 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [3416/10000][0/13] Loss_D: 0.0042 Loss_G: 6.8563 D(x): 0.9984 D(G(z)): 0.0025 / 0.0019 [3417/10000][0/13] Loss_D: 0.2155 Loss_G: 10.8077 D(x): 0.9985 D(G(z)): 0.1204 / 0.0004 [3418/10000][0/13] Loss_D: 0.0007 Loss_G: 9.4286 D(x): 0.9998 D(G(z)): 0.0005 / 0.0005 [3419/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2592 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [3420/10000][0/13] Loss_D: 0.0045 Loss_G: 7.0398 D(x): 0.9998 D(G(z)): 0.0042 / 0.0020 [3421/10000][0/13] Loss_D: 0.0014 Loss_G: 9.2647 D(x): 0.9997 D(G(z)): 0.0011 / 0.0007 [3422/10000][0/13] Loss_D: 0.0094 Loss_G: 7.8796 D(x): 0.9924 D(G(z)): 0.0008 / 0.0011 [3423/10000][0/13] Loss_D: 15.1235 Loss_G: 16.5155 D(x): 1.0000 D(G(z)): 0.3417 / 0.0004 [3424/10000][0/13] Loss_D: 0.0020 Loss_G: 29.7874 D(x): 0.9998 D(G(z)): 0.0019 / 0.0008 [3425/10000][0/13] Loss_D: 0.0034 Loss_G: 17.5045 D(x): 0.9967 D(G(z)): 0.0000 / 0.0000 [3426/10000][0/13] Loss_D: 0.0076 Loss_G: 15.7578 D(x): 0.9999 D(G(z)): 0.0074 / 0.0110 [3427/10000][0/13] Loss_D: 0.0079 Loss_G: 16.2414 D(x): 0.9997 D(G(z)): 0.0075 / 0.0037 [3428/10000][0/13] Loss_D: 0.0005 Loss_G: 16.8575 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [3429/10000][0/13] Loss_D: 0.0285 Loss_G: 15.6642 D(x): 0.9999 D(G(z)): 0.0265 / 0.0021 [3430/10000][0/13] Loss_D: 0.0040 Loss_G: 14.6320 D(x): 0.9998 D(G(z)): 0.0038 / 0.0023 [3431/10000][0/13] Loss_D: 0.0005 Loss_G: 18.0851 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [3432/10000][0/13] Loss_D: 0.0012 Loss_G: 13.5433 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [3433/10000][0/13] Loss_D: 0.0075 Loss_G: 17.8383 D(x): 0.9934 D(G(z)): 0.0009 / 0.0009 [3434/10000][0/13] Loss_D: 0.0021 Loss_G: 14.4619 D(x): 0.9986 D(G(z)): 0.0006 / 0.0006 [3435/10000][0/13] Loss_D: 0.0059 Loss_G: 13.2788 D(x): 0.9956 D(G(z)): 0.0014 / 0.0012 [3436/10000][0/13] Loss_D: 0.0021 Loss_G: 13.5249 D(x): 0.9985 D(G(z)): 0.0006 / 0.0005 [3437/10000][0/13] Loss_D: 0.0066 Loss_G: 14.5069 D(x): 0.9940 D(G(z)): 0.0005 / 0.0005 [3438/10000][0/13] Loss_D: 0.0002 Loss_G: 13.6064 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [3439/10000][0/13] Loss_D: 0.0042 Loss_G: 11.8677 D(x): 0.9998 D(G(z)): 0.0040 / 0.0021 [3440/10000][0/13] Loss_D: 0.0008 Loss_G: 9.7439 D(x): 0.9998 D(G(z)): 0.0006 / 0.0006 [3441/10000][0/13] Loss_D: 0.0004 Loss_G: 9.5743 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [3442/10000][0/13] Loss_D: 0.0211 Loss_G: 6.0194 D(x): 1.0000 D(G(z)): 0.0203 / 0.0047 [3443/10000][0/13] Loss_D: 0.0097 Loss_G: 16.4682 D(x): 1.0000 D(G(z)): 0.0094 / 0.0011 [3444/10000][0/13] Loss_D: 0.0008 Loss_G: 13.7381 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [3445/10000][0/13] Loss_D: 0.0010 Loss_G: 11.3443 D(x): 0.9995 D(G(z)): 0.0004 / 0.0003 [3446/10000][0/13] Loss_D: 0.0021 Loss_G: 9.8153 D(x): 0.9999 D(G(z)): 0.0020 / 0.0014 [3447/10000][0/13] Loss_D: 0.0002 Loss_G: 7.6707 D(x): 1.0000 D(G(z)): 0.0002 / 0.0265 [3448/10000][0/13] Loss_D: 0.0003 Loss_G: 10.5444 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [3449/10000][0/13] Loss_D: 0.0034 Loss_G: 8.4711 D(x): 0.9980 D(G(z)): 0.0014 / 0.0011 [3450/10000][0/13] Loss_D: 0.0045 Loss_G: 6.7942 D(x): 0.9996 D(G(z)): 0.0041 / 0.0026 [3451/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7925 D(x): 0.9998 D(G(z)): 0.0009 / 0.0008 [3452/10000][0/13] Loss_D: 0.0022 Loss_G: 7.6221 D(x): 0.9990 D(G(z)): 0.0012 / 0.0010 [3453/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7334 D(x): 0.9999 D(G(z)): 0.0010 / 0.0008 [3454/10000][0/13] Loss_D: 0.0022 Loss_G: 7.0987 D(x): 0.9999 D(G(z)): 0.0021 / 0.0016 [3455/10000][0/13] Loss_D: 0.0008 Loss_G: 8.4408 D(x): 0.9997 D(G(z)): 0.0005 / 0.0011 [3456/10000][0/13] Loss_D: 0.0003 Loss_G: 8.9040 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [3457/10000][0/13] Loss_D: 0.0022 Loss_G: 6.8535 D(x): 1.0000 D(G(z)): 0.0022 / 0.0023 [3458/10000][0/13] Loss_D: 0.0042 Loss_G: 7.2581 D(x): 0.9973 D(G(z)): 0.0014 / 0.0019 [3459/10000][0/13] Loss_D: 0.0027 Loss_G: 11.6246 D(x): 0.9983 D(G(z)): 0.0010 / 0.0009 [3460/10000][0/13] Loss_D: 0.0039 Loss_G: 10.5498 D(x): 0.9966 D(G(z)): 0.0005 / 0.0004 [3461/10000][0/13] Loss_D: 0.0188 Loss_G: 19.9441 D(x): 0.9838 D(G(z)): 0.0015 / 0.0019 [3462/10000][0/13] Loss_D: 0.0008 Loss_G: 9.4988 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [3463/10000][0/13] Loss_D: 0.0102 Loss_G: 10.3526 D(x): 1.0000 D(G(z)): 0.0100 / 0.0011 [3464/10000][0/13] Loss_D: 0.0014 Loss_G: 8.6464 D(x): 0.9991 D(G(z)): 0.0005 / 0.0003 [3465/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7678 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [3466/10000][0/13] Loss_D: 0.0043 Loss_G: 7.0738 D(x): 0.9979 D(G(z)): 0.0021 / 0.0016 [3467/10000][0/13] Loss_D: 0.0015 Loss_G: 7.2672 D(x): 0.9999 D(G(z)): 0.0014 / 0.0011 [3468/10000][0/13] Loss_D: 0.0052 Loss_G: 7.9476 D(x): 0.9955 D(G(z)): 0.0005 / 0.0008 [3469/10000][0/13] Loss_D: 0.0010 Loss_G: 7.5683 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [3470/10000][0/13] Loss_D: 0.0227 Loss_G: 7.9316 D(x): 1.0000 D(G(z)): 0.0209 / 0.0010 [3471/10000][0/13] Loss_D: 0.0008 Loss_G: 7.7854 D(x): 1.0000 D(G(z)): 0.0007 / 0.0007 [3472/10000][0/13] Loss_D: 0.0037 Loss_G: 6.8133 D(x): 1.0000 D(G(z)): 0.0036 / 0.0020 [3473/10000][0/13] Loss_D: 0.0321 Loss_G: 7.3046 D(x): 0.9772 D(G(z)): 0.0006 / 0.0831 [3474/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1017 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [3475/10000][0/13] Loss_D: 0.0030 Loss_G: 6.9847 D(x): 1.0000 D(G(z)): 0.0030 / 0.0017 [3476/10000][0/13] Loss_D: 0.0027 Loss_G: 10.6958 D(x): 0.9974 D(G(z)): 0.0000 / 0.0000 [3477/10000][0/13] Loss_D: 0.0034 Loss_G: 6.7108 D(x): 1.0000 D(G(z)): 0.0034 / 0.0019 [3478/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5371 D(x): 1.0000 D(G(z)): 0.0015 / 0.0010 [3479/10000][0/13] Loss_D: 0.0005 Loss_G: 8.8406 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [3480/10000][0/13] Loss_D: 10.0094 Loss_G: 12.8724 D(x): 1.0000 D(G(z)): 0.2395 / 0.0673 [3481/10000][0/13] Loss_D: 0.2108 Loss_G: 25.8559 D(x): 0.9688 D(G(z)): 0.0003 / 0.0002 [3482/10000][0/13] Loss_D: 0.0008 Loss_G: 18.2065 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [3483/10000][0/13] Loss_D: 0.0013 Loss_G: 13.1728 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [3484/10000][0/13] Loss_D: 0.0083 Loss_G: 10.7940 D(x): 0.9965 D(G(z)): 0.0046 / 0.0012 [3485/10000][0/13] Loss_D: 0.0060 Loss_G: 8.4983 D(x): 0.9999 D(G(z)): 0.0058 / 0.0018 [3486/10000][0/13] Loss_D: 0.0184 Loss_G: 6.3978 D(x): 0.9858 D(G(z)): 0.0035 / 0.0032 [3487/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2268 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [3488/10000][0/13] Loss_D: 0.0048 Loss_G: 6.2635 D(x): 0.9998 D(G(z)): 0.0046 / 0.0025 [3489/10000][0/13] Loss_D: 0.0011 Loss_G: 8.2344 D(x): 0.9994 D(G(z)): 0.0005 / 0.0004 [3490/10000][0/13] Loss_D: 0.0133 Loss_G: 5.9497 D(x): 0.9907 D(G(z)): 0.0033 / 0.0038 [3491/10000][0/13] Loss_D: 0.0460 Loss_G: 6.0477 D(x): 0.9668 D(G(z)): 0.0008 / 0.0056 [3492/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4495 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [3493/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0606 D(x): 0.9999 D(G(z)): 0.0009 / 0.0006 [3494/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2369 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [3495/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5344 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [3496/10000][0/13] Loss_D: 0.0001 Loss_G: 9.3775 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [3497/10000][0/13] Loss_D: 0.0029 Loss_G: 7.2943 D(x): 0.9984 D(G(z)): 0.0012 / 0.0010 [3498/10000][0/13] Loss_D: 0.0020 Loss_G: 7.0114 D(x): 0.9992 D(G(z)): 0.0012 / 0.0010 [3499/10000][0/13] Loss_D: 0.0006 Loss_G: 10.0944 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [3500/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2598 D(x): 0.9995 D(G(z)): 0.0004 / 0.0004 [3501/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4811 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [3502/10000][0/13] Loss_D: 0.0005 Loss_G: 8.2753 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [3503/10000][0/13] Loss_D: 0.0011 Loss_G: 7.1343 D(x): 1.0000 D(G(z)): 0.0011 / 0.0012 [3504/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8925 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [3505/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6200 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [3506/10000][0/13] Loss_D: 0.0088 Loss_G: 7.4359 D(x): 0.9921 D(G(z)): 0.0007 / 0.0009 [3507/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0095 D(x): 0.9997 D(G(z)): 0.0007 / 0.0006 [3508/10000][0/13] Loss_D: 0.0067 Loss_G: 6.5832 D(x): 0.9955 D(G(z)): 0.0021 / 0.0027 [3509/10000][0/13] Loss_D: 0.0017 Loss_G: 7.1272 D(x): 0.9996 D(G(z)): 0.0013 / 0.0011 [3510/10000][0/13] Loss_D: 0.0012 Loss_G: 7.5285 D(x): 0.9999 D(G(z)): 0.0011 / 0.0010 [3511/10000][0/13] Loss_D: 0.0078 Loss_G: 6.3021 D(x): 0.9999 D(G(z)): 0.0076 / 0.0024 [3512/10000][0/13] Loss_D: 0.0011 Loss_G: 8.6863 D(x): 1.0000 D(G(z)): 0.0011 / 0.0010 [3513/10000][0/13] Loss_D: 0.0008 Loss_G: 8.4090 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [3514/10000][0/13] Loss_D: 0.0004 Loss_G: 9.8127 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [3515/10000][0/13] Loss_D: 0.0026 Loss_G: 8.2431 D(x): 0.9979 D(G(z)): 0.0006 / 0.0005 [3516/10000][0/13] Loss_D: 0.8263 Loss_G: 32.7393 D(x): 0.9687 D(G(z)): 0.0001 / 0.0000 [3517/10000][0/13] Loss_D: 0.0012 Loss_G: 11.5524 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [3518/10000][0/13] Loss_D: 0.0017 Loss_G: 9.7219 D(x): 0.9991 D(G(z)): 0.0008 / 0.0002 [3519/10000][0/13] Loss_D: 0.0020 Loss_G: 7.2959 D(x): 0.9997 D(G(z)): 0.0017 / 0.0010 [3520/10000][0/13] Loss_D: 0.0023 Loss_G: 8.0930 D(x): 0.9983 D(G(z)): 0.0005 / 0.0005 [3521/10000][0/13] Loss_D: 0.0034 Loss_G: 7.3482 D(x): 1.0000 D(G(z)): 0.0033 / 0.0015 [3522/10000][0/13] Loss_D: 0.0013 Loss_G: 7.8839 D(x): 0.9999 D(G(z)): 0.0012 / 0.0009 [3523/10000][0/13] Loss_D: 0.0014 Loss_G: 7.5677 D(x): 1.0000 D(G(z)): 0.0014 / 0.0008 [3524/10000][0/13] Loss_D: 0.0057 Loss_G: 8.2848 D(x): 0.9947 D(G(z)): 0.0003 / 0.0004 [3525/10000][0/13] Loss_D: 0.0039 Loss_G: 10.5451 D(x): 0.9999 D(G(z)): 0.0037 / 0.0003 [3526/10000][0/13] Loss_D: 0.0020 Loss_G: 6.1976 D(x): 1.0000 D(G(z)): 0.0020 / 0.0037 [3527/10000][0/13] Loss_D: 0.1524 Loss_G: 46.4836 D(x): 0.9688 D(G(z)): 0.0000 / 0.0000 [3528/10000][0/13] Loss_D: 0.0199 Loss_G: 28.9232 D(x): 0.9999 D(G(z)): 0.0187 / 0.0006 [3529/10000][0/13] Loss_D: 0.0037 Loss_G: 20.5155 D(x): 0.9999 D(G(z)): 0.0035 / 0.0005 [3530/10000][0/13] Loss_D: 0.0315 Loss_G: 11.8453 D(x): 0.9999 D(G(z)): 0.0276 / 0.0013 [3531/10000][0/13] Loss_D: 0.0340 Loss_G: 6.3044 D(x): 0.9738 D(G(z)): 0.0044 / 0.0045 [3532/10000][0/13] Loss_D: 1.4669 Loss_G: 6.5002 D(x): 0.9681 D(G(z)): 0.0068 / 0.0022 [3533/10000][0/13] Loss_D: 0.0110 Loss_G: 7.7819 D(x): 0.9999 D(G(z)): 0.0106 / 0.0026 [3534/10000][0/13] Loss_D: 0.0016 Loss_G: 7.3203 D(x): 0.9999 D(G(z)): 0.0015 / 0.0011 [3535/10000][0/13] Loss_D: 1.5573 Loss_G: 19.2971 D(x): 0.9345 D(G(z)): 0.0018 / 0.0023 [3536/10000][0/13] Loss_D: 0.0011 Loss_G: 30.7461 D(x): 0.9995 D(G(z)): 0.0006 / 0.0004 [3537/10000][0/13] Loss_D: 0.0071 Loss_G: 27.7049 D(x): 1.0000 D(G(z)): 0.0070 / 0.0021 [3538/10000][0/13] Loss_D: 0.0040 Loss_G: 25.0328 D(x): 0.9994 D(G(z)): 0.0034 / 0.0013 [3539/10000][0/13] Loss_D: 0.0012 Loss_G: 14.1784 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [3540/10000][0/13] Loss_D: 0.0024 Loss_G: 10.9247 D(x): 0.9996 D(G(z)): 0.0021 / 0.0013 [3541/10000][0/13] Loss_D: 0.0085 Loss_G: 7.1066 D(x): 0.9994 D(G(z)): 0.0078 / 0.0029 [3542/10000][0/13] Loss_D: 0.0050 Loss_G: 21.0914 D(x): 0.9951 D(G(z)): 0.0001 / 0.0001 [3543/10000][0/13] Loss_D: 0.2034 Loss_G: 29.9491 D(x): 0.9994 D(G(z)): 0.1231 / 0.0001 [3544/10000][0/13] Loss_D: 0.0121 Loss_G: 15.2573 D(x): 0.9998 D(G(z)): 0.0116 / 0.0009 [3545/10000][0/13] Loss_D: 0.0043 Loss_G: 17.6916 D(x): 1.0000 D(G(z)): 0.0042 / 0.0024 [3546/10000][0/13] Loss_D: 0.0011 Loss_G: 13.3004 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [3547/10000][0/13] Loss_D: 0.0003 Loss_G: 14.4828 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [3548/10000][0/13] Loss_D: 0.0030 Loss_G: 14.8796 D(x): 0.9992 D(G(z)): 0.0022 / 0.0015 [3549/10000][0/13] Loss_D: 0.0038 Loss_G: 15.6362 D(x): 0.9976 D(G(z)): 0.0014 / 0.0012 [3550/10000][0/13] Loss_D: 0.0378 Loss_G: 27.7318 D(x): 0.9758 D(G(z)): 0.0000 / 0.0000 [3551/10000][0/13] Loss_D: 0.0012 Loss_G: 17.2333 D(x): 1.0000 D(G(z)): 0.0012 / 0.0005 [3552/10000][0/13] Loss_D: 0.0008 Loss_G: 17.1765 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [3553/10000][0/13] Loss_D: 0.0028 Loss_G: 14.5420 D(x): 1.0000 D(G(z)): 0.0028 / 0.0050 [3554/10000][0/13] Loss_D: 0.0010 Loss_G: 15.5625 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [3555/10000][0/13] Loss_D: 0.0013 Loss_G: 14.7344 D(x): 0.9995 D(G(z)): 0.0008 / 0.0006 [3556/10000][0/13] Loss_D: 0.0020 Loss_G: 9.0383 D(x): 0.9999 D(G(z)): 0.0019 / 0.0013 [3557/10000][0/13] Loss_D: 0.0011 Loss_G: 9.4919 D(x): 0.9999 D(G(z)): 0.0011 / 0.0009 [3558/10000][0/13] Loss_D: 0.0033 Loss_G: 8.9822 D(x): 0.9975 D(G(z)): 0.0007 / 0.0006 [3559/10000][0/13] Loss_D: 0.0031 Loss_G: 9.0168 D(x): 0.9973 D(G(z)): 0.0004 / 0.0004 [3560/10000][0/13] Loss_D: 0.0012 Loss_G: 8.1520 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [3561/10000][0/13] Loss_D: 0.0024 Loss_G: 7.2186 D(x): 0.9995 D(G(z)): 0.0019 / 0.0016 [3562/10000][0/13] Loss_D: 0.0068 Loss_G: 6.4156 D(x): 0.9957 D(G(z)): 0.0024 / 0.0021 [3563/10000][0/13] Loss_D: 0.0049 Loss_G: 7.3708 D(x): 0.9998 D(G(z)): 0.0046 / 0.0013 [3564/10000][0/13] Loss_D: 0.0132 Loss_G: 5.8751 D(x): 0.9974 D(G(z)): 0.0104 / 0.0038 [3565/10000][0/13] Loss_D: 0.0332 Loss_G: 6.5476 D(x): 0.9707 D(G(z)): 0.0024 / 0.0065 [3566/10000][0/13] Loss_D: 0.0010 Loss_G: 8.4888 D(x): 0.9994 D(G(z)): 0.0004 / 0.0004 [3567/10000][0/13] Loss_D: 0.0001 Loss_G: 11.1154 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [3568/10000][0/13] Loss_D: 0.0049 Loss_G: 7.0993 D(x): 1.0000 D(G(z)): 0.0048 / 0.0020 [3569/10000][0/13] Loss_D: 0.0022 Loss_G: 6.8820 D(x): 0.9997 D(G(z)): 0.0019 / 0.0015 [3570/10000][0/13] Loss_D: 0.1039 Loss_G: 7.7912 D(x): 0.9491 D(G(z)): 0.0001 / 0.1561 [3571/10000][0/13] Loss_D: 0.0003 Loss_G: 22.6201 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [3572/10000][0/13] Loss_D: 0.0006 Loss_G: 10.6469 D(x): 0.9999 D(G(z)): 0.0005 / 0.0005 [3573/10000][0/13] Loss_D: 0.0095 Loss_G: 7.2367 D(x): 0.9999 D(G(z)): 0.0093 / 0.0014 [3574/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3202 D(x): 1.0000 D(G(z)): 0.0006 / 0.0011 [3575/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4837 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [3576/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4752 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [3577/10000][0/13] Loss_D: 0.0082 Loss_G: 20.3421 D(x): 0.9999 D(G(z)): 0.0081 / 0.0060 [3578/10000][0/13] Loss_D: 0.0041 Loss_G: 16.4134 D(x): 0.9965 D(G(z)): 0.0005 / 0.0004 [3579/10000][0/13] Loss_D: 0.0038 Loss_G: 36.2108 D(x): 0.9970 D(G(z)): 0.0006 / 0.0017 [3580/10000][0/13] Loss_D: 0.0002 Loss_G: 25.4504 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [3581/10000][0/13] Loss_D: 0.0012 Loss_G: 24.0421 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [3582/10000][0/13] Loss_D: 0.0011 Loss_G: 16.8857 D(x): 0.9997 D(G(z)): 0.0008 / 0.0008 [3583/10000][0/13] Loss_D: 0.0025 Loss_G: 13.9834 D(x): 0.9998 D(G(z)): 0.0023 / 0.0010 [3584/10000][0/13] Loss_D: 0.5088 Loss_G: 44.0303 D(x): 0.9870 D(G(z)): 0.2688 / 0.0000 [3585/10000][0/13] Loss_D: 0.0046 Loss_G: 23.1969 D(x): 1.0000 D(G(z)): 0.0045 / 0.0019 [3586/10000][0/13] Loss_D: 0.0053 Loss_G: 12.7258 D(x): 1.0000 D(G(z)): 0.0052 / 0.0011 [3587/10000][0/13] Loss_D: 0.0011 Loss_G: 10.1965 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [3588/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7205 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [3589/10000][0/13] Loss_D: 0.0938 Loss_G: 8.7948 D(x): 1.0000 D(G(z)): 0.0737 / 0.0004 [3590/10000][0/13] Loss_D: 0.0009 Loss_G: 8.5690 D(x): 1.0000 D(G(z)): 0.0009 / 0.0006 [3591/10000][0/13] Loss_D: 0.0017 Loss_G: 8.8848 D(x): 0.9988 D(G(z)): 0.0005 / 0.0004 [3592/10000][0/13] Loss_D: 0.0058 Loss_G: 6.2726 D(x): 0.9998 D(G(z)): 0.0056 / 0.0025 [3593/10000][0/13] Loss_D: 0.0247 Loss_G: 22.0309 D(x): 0.9999 D(G(z)): 0.0228 / 0.0019 [3594/10000][0/13] Loss_D: 0.4652 Loss_G: 24.5860 D(x): 1.0000 D(G(z)): 0.2708 / 0.0000 [3595/10000][0/13] Loss_D: 0.0000 Loss_G: 18.3643 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [3596/10000][0/13] Loss_D: 0.0210 Loss_G: 21.2185 D(x): 0.9998 D(G(z)): 0.0203 / 0.0017 [3597/10000][0/13] Loss_D: 0.0008 Loss_G: 19.7645 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [3598/10000][0/13] Loss_D: 0.0093 Loss_G: 17.7405 D(x): 1.0000 D(G(z)): 0.0092 / 0.0022 [3599/10000][0/13] Loss_D: 0.0015 Loss_G: 11.2304 D(x): 1.0000 D(G(z)): 0.0014 / 0.0008 [3600/10000][0/13] Loss_D: 0.0023 Loss_G: 11.5685 D(x): 1.0000 D(G(z)): 0.0023 / 0.0015 [3601/10000][0/13] Loss_D: 0.0113 Loss_G: 8.9325 D(x): 1.0000 D(G(z)): 0.0112 / 0.0063 [3602/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8365 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [3603/10000][0/13] Loss_D: 0.0038 Loss_G: 7.4130 D(x): 0.9988 D(G(z)): 0.0026 / 0.0014 [3604/10000][0/13] Loss_D: 0.0035 Loss_G: 6.7952 D(x): 0.9998 D(G(z)): 0.0033 / 0.0024 [3605/10000][0/13] Loss_D: 0.0016 Loss_G: 7.4693 D(x): 0.9999 D(G(z)): 0.0014 / 0.0009 [3606/10000][0/13] Loss_D: 0.0035 Loss_G: 8.1940 D(x): 0.9975 D(G(z)): 0.0009 / 0.0005 [3607/10000][0/13] Loss_D: 0.0041 Loss_G: 8.3561 D(x): 0.9964 D(G(z)): 0.0004 / 0.0004 [3608/10000][0/13] Loss_D: 0.3164 Loss_G: 14.5525 D(x): 1.0000 D(G(z)): 0.1408 / 0.0014 [3609/10000][0/13] Loss_D: 0.0013 Loss_G: 15.9959 D(x): 0.9990 D(G(z)): 0.0002 / 0.0002 [3610/10000][0/13] Loss_D: 0.0002 Loss_G: 16.1515 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [3611/10000][0/13] Loss_D: 0.0055 Loss_G: 12.0039 D(x): 0.9982 D(G(z)): 0.0037 / 0.0037 [3612/10000][0/13] Loss_D: 0.0005 Loss_G: 10.6819 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [3613/10000][0/13] Loss_D: 0.0028 Loss_G: 11.3934 D(x): 0.9996 D(G(z)): 0.0024 / 0.0015 [3614/10000][0/13] Loss_D: 0.0028 Loss_G: 13.6870 D(x): 0.9973 D(G(z)): 0.0001 / 0.0001 [3615/10000][0/13] Loss_D: 0.0032 Loss_G: 7.8624 D(x): 0.9989 D(G(z)): 0.0021 / 0.0018 [3616/10000][0/13] Loss_D: 0.0015 Loss_G: 8.4494 D(x): 0.9993 D(G(z)): 0.0007 / 0.0006 [3617/10000][0/13] Loss_D: 0.0008 Loss_G: 8.5310 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [3618/10000][0/13] Loss_D: 0.0028 Loss_G: 6.8292 D(x): 1.0000 D(G(z)): 0.0027 / 0.0019 [3619/10000][0/13] Loss_D: 0.0016 Loss_G: 7.5843 D(x): 1.0000 D(G(z)): 0.0016 / 0.0011 [3620/10000][0/13] Loss_D: 0.0010 Loss_G: 8.2332 D(x): 0.9996 D(G(z)): 0.0006 / 0.0005 [3621/10000][0/13] Loss_D: 0.0021 Loss_G: 6.9389 D(x): 0.9999 D(G(z)): 0.0020 / 0.0016 [3622/10000][0/13] Loss_D: 0.0016 Loss_G: 7.2320 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [3623/10000][0/13] Loss_D: 0.0021 Loss_G: 7.8261 D(x): 0.9986 D(G(z)): 0.0007 / 0.0006 [3624/10000][0/13] Loss_D: 0.1957 Loss_G: 2.7885 D(x): 0.8408 D(G(z)): 0.0008 / 0.1000 [3625/10000][0/13] Loss_D: 0.0006 Loss_G: 11.0489 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [3626/10000][0/13] Loss_D: 0.0038 Loss_G: 7.4600 D(x): 1.0000 D(G(z)): 0.0037 / 0.0019 [3627/10000][0/13] Loss_D: 0.0013 Loss_G: 7.4610 D(x): 0.9999 D(G(z)): 0.0012 / 0.0010 [3628/10000][0/13] Loss_D: 0.0378 Loss_G: 6.3640 D(x): 0.9721 D(G(z)): 0.0014 / 0.0027 [3629/10000][0/13] Loss_D: 0.2182 Loss_G: 18.6907 D(x): 1.0000 D(G(z)): 0.1414 / 0.0002 [3630/10000][0/13] Loss_D: 0.0005 Loss_G: 21.3066 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [3631/10000][0/13] Loss_D: 0.0016 Loss_G: 24.1225 D(x): 0.9999 D(G(z)): 0.0015 / 0.0011 [3632/10000][0/13] Loss_D: 0.0209 Loss_G: 24.4934 D(x): 0.9988 D(G(z)): 0.0188 / 0.0017 [3633/10000][0/13] Loss_D: 0.0008 Loss_G: 18.3732 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [3634/10000][0/13] Loss_D: 0.0022 Loss_G: 21.0014 D(x): 0.9996 D(G(z)): 0.0018 / 0.0011 [3635/10000][0/13] Loss_D: 0.0010 Loss_G: 17.9948 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [3636/10000][0/13] Loss_D: 0.0020 Loss_G: 16.9212 D(x): 0.9998 D(G(z)): 0.0018 / 0.0013 [3637/10000][0/13] Loss_D: 0.0002 Loss_G: 18.8714 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [3638/10000][0/13] Loss_D: 0.0010 Loss_G: 15.2260 D(x): 0.9993 D(G(z)): 0.0003 / 0.0003 [3639/10000][0/13] Loss_D: 0.0062 Loss_G: 14.0443 D(x): 0.9980 D(G(z)): 0.0041 / 0.0026 [3640/10000][0/13] Loss_D: 0.0016 Loss_G: 15.6862 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [3641/10000][0/13] Loss_D: 0.0093 Loss_G: 17.6884 D(x): 0.9999 D(G(z)): 0.0090 / 0.0006 [3642/10000][0/13] Loss_D: 0.2523 Loss_G: 32.5921 D(x): 1.0000 D(G(z)): 0.1084 / 0.0015 [3643/10000][0/13] Loss_D: 0.0001 Loss_G: 15.6496 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [3644/10000][0/13] Loss_D: 0.0012 Loss_G: 8.4594 D(x): 0.9998 D(G(z)): 0.0010 / 0.0006 [3645/10000][0/13] Loss_D: 0.0025 Loss_G: 7.0052 D(x): 0.9999 D(G(z)): 0.0024 / 0.0016 [3646/10000][0/13] Loss_D: 0.0024 Loss_G: 7.0118 D(x): 1.0000 D(G(z)): 0.0024 / 0.0014 [3647/10000][0/13] Loss_D: 0.0011 Loss_G: 9.0334 D(x): 0.9996 D(G(z)): 0.0007 / 0.0005 [3648/10000][0/13] Loss_D: 0.0025 Loss_G: 7.2756 D(x): 0.9999 D(G(z)): 0.0024 / 0.0013 [3649/10000][0/13] Loss_D: 0.2177 Loss_G: 18.1932 D(x): 0.9999 D(G(z)): 0.1501 / 0.0002 [3650/10000][0/13] Loss_D: 0.0002 Loss_G: 15.2993 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [3651/10000][0/13] Loss_D: 0.0015 Loss_G: 14.5000 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [3652/10000][0/13] Loss_D: 0.0012 Loss_G: 11.5029 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [3653/10000][0/13] Loss_D: 0.0025 Loss_G: 9.5947 D(x): 0.9981 D(G(z)): 0.0005 / 0.0005 [3654/10000][0/13] Loss_D: 0.0042 Loss_G: 6.5428 D(x): 0.9999 D(G(z)): 0.0040 / 0.0021 [3655/10000][0/13] Loss_D: 0.0086 Loss_G: 5.8879 D(x): 0.9994 D(G(z)): 0.0080 / 0.0038 [3656/10000][0/13] Loss_D: 0.0013 Loss_G: 7.5338 D(x): 0.9995 D(G(z)): 0.0008 / 0.0006 [3657/10000][0/13] Loss_D: 0.0039 Loss_G: 6.9156 D(x): 0.9975 D(G(z)): 0.0014 / 0.0013 [3658/10000][0/13] Loss_D: 0.0024 Loss_G: 6.6793 D(x): 0.9997 D(G(z)): 0.0021 / 0.0019 [3659/10000][0/13] Loss_D: 0.0112 Loss_G: 6.5817 D(x): 0.9919 D(G(z)): 0.0029 / 0.0024 [3660/10000][0/13] Loss_D: 0.0141 Loss_G: 5.3778 D(x): 0.9951 D(G(z)): 0.0091 / 0.0058 [3661/10000][0/13] Loss_D: 0.0053 Loss_G: 8.5913 D(x): 0.9952 D(G(z)): 0.0004 / 0.0005 [3662/10000][0/13] Loss_D: 0.0013 Loss_G: 8.4248 D(x): 0.9990 D(G(z)): 0.0003 / 0.0003 [3663/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9038 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [3664/10000][0/13] Loss_D: 0.0007 Loss_G: 8.4987 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [3665/10000][0/13] Loss_D: 0.0039 Loss_G: 7.8101 D(x): 0.9989 D(G(z)): 0.0027 / 0.0017 [3666/10000][0/13] Loss_D: 0.0037 Loss_G: 10.2327 D(x): 0.9978 D(G(z)): 0.0015 / 0.0016 [3667/10000][0/13] Loss_D: 0.0085 Loss_G: 11.9366 D(x): 1.0000 D(G(z)): 0.0083 / 0.0030 [3668/10000][0/13] Loss_D: 0.0065 Loss_G: 10.7431 D(x): 0.9999 D(G(z)): 0.0064 / 0.0018 [3669/10000][0/13] Loss_D: 0.0007 Loss_G: 16.2092 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [3670/10000][0/13] Loss_D: 0.0093 Loss_G: 11.0026 D(x): 0.9996 D(G(z)): 0.0088 / 0.0022 [3671/10000][0/13] Loss_D: 0.0007 Loss_G: 9.8748 D(x): 0.9998 D(G(z)): 0.0005 / 0.0004 [3672/10000][0/13] Loss_D: 0.0100 Loss_G: 6.2936 D(x): 0.9999 D(G(z)): 0.0098 / 0.0057 [3673/10000][0/13] Loss_D: 0.0011 Loss_G: 12.0669 D(x): 0.9996 D(G(z)): 0.0007 / 0.0003 [3674/10000][0/13] Loss_D: 0.0035 Loss_G: 7.9352 D(x): 0.9973 D(G(z)): 0.0008 / 0.0007 [3675/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6608 D(x): 1.0000 D(G(z)): 0.0011 / 0.0010 [3676/10000][0/13] Loss_D: 0.0085 Loss_G: 6.5202 D(x): 0.9998 D(G(z)): 0.0082 / 0.0024 [3677/10000][0/13] Loss_D: 0.0050 Loss_G: 6.2977 D(x): 0.9999 D(G(z)): 0.0050 / 0.0034 [3678/10000][0/13] Loss_D: 0.0028 Loss_G: 9.1600 D(x): 0.9974 D(G(z)): 0.0002 / 0.0002 [3679/10000][0/13] Loss_D: 0.0016 Loss_G: 7.5538 D(x): 0.9997 D(G(z)): 0.0013 / 0.0010 [3680/10000][0/13] Loss_D: 0.0005 Loss_G: 10.9745 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [3681/10000][0/13] Loss_D: 0.0001 Loss_G: 12.1974 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [3682/10000][0/13] Loss_D: 0.0020 Loss_G: 13.2400 D(x): 0.9989 D(G(z)): 0.0010 / 0.0008 [3683/10000][0/13] Loss_D: 0.2159 Loss_G: 20.4499 D(x): 1.0000 D(G(z)): 0.1448 / 0.0000 [3684/10000][0/13] Loss_D: 0.0007 Loss_G: 17.6163 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [3685/10000][0/13] Loss_D: 0.0011 Loss_G: 17.9759 D(x): 0.9990 D(G(z)): 0.0001 / 0.0001 [3686/10000][0/13] Loss_D: 0.0004 Loss_G: 13.4431 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [3687/10000][0/13] Loss_D: 0.0012 Loss_G: 9.3424 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [3688/10000][0/13] Loss_D: 0.0032 Loss_G: 7.8161 D(x): 1.0000 D(G(z)): 0.0031 / 0.0017 [3689/10000][0/13] Loss_D: 0.0047 Loss_G: 6.9913 D(x): 0.9994 D(G(z)): 0.0041 / 0.0022 [3690/10000][0/13] Loss_D: 0.0041 Loss_G: 7.3615 D(x): 0.9985 D(G(z)): 0.0025 / 0.0020 [3691/10000][0/13] Loss_D: 0.0063 Loss_G: 6.9784 D(x): 0.9965 D(G(z)): 0.0027 / 0.0021 [3692/10000][0/13] Loss_D: 0.0202 Loss_G: 7.7069 D(x): 1.0000 D(G(z)): 0.0195 / 0.0030 [3693/10000][0/13] Loss_D: 3.1947 Loss_G: 20.5565 D(x): 0.9330 D(G(z)): 0.0030 / 0.0022 [3694/10000][0/13] Loss_D: 0.0000 Loss_G: 26.6474 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [3695/10000][0/13] Loss_D: 0.0026 Loss_G: 18.5253 D(x): 0.9997 D(G(z)): 0.0023 / 0.0011 [3696/10000][0/13] Loss_D: 0.0383 Loss_G: 18.3589 D(x): 0.9997 D(G(z)): 0.0353 / 0.0005 [3697/10000][0/13] Loss_D: 0.0017 Loss_G: 11.7856 D(x): 1.0000 D(G(z)): 0.0017 / 0.0012 [3698/10000][0/13] Loss_D: 0.0024 Loss_G: 12.7455 D(x): 0.9990 D(G(z)): 0.0015 / 0.0010 [3699/10000][0/13] Loss_D: 0.0097 Loss_G: 8.2657 D(x): 0.9981 D(G(z)): 0.0078 / 0.0065 [3700/10000][0/13] Loss_D: 0.0010 Loss_G: 9.7576 D(x): 0.9996 D(G(z)): 0.0006 / 0.0004 [3701/10000][0/13] Loss_D: 0.0007 Loss_G: 22.2222 D(x): 0.9994 D(G(z)): 0.0001 / 0.0001 [3702/10000][0/13] Loss_D: 0.0031 Loss_G: 16.4024 D(x): 0.9999 D(G(z)): 0.0030 / 0.0017 [3703/10000][0/13] Loss_D: 0.0004 Loss_G: 15.7111 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [3704/10000][0/13] Loss_D: 0.0001 Loss_G: 14.3342 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [3705/10000][0/13] Loss_D: 0.0012 Loss_G: 9.1497 D(x): 0.9998 D(G(z)): 0.0010 / 0.0009 [3706/10000][0/13] Loss_D: 0.0031 Loss_G: 6.6834 D(x): 1.0000 D(G(z)): 0.0030 / 0.0021 [3707/10000][0/13] Loss_D: 0.0162 Loss_G: 6.8432 D(x): 1.0000 D(G(z)): 0.0151 / 0.0066 [3708/10000][0/13] Loss_D: 0.0026 Loss_G: 9.2846 D(x): 1.0000 D(G(z)): 0.0026 / 0.0011 [3709/10000][0/13] Loss_D: 0.0010 Loss_G: 9.4437 D(x): 0.9996 D(G(z)): 0.0006 / 0.0005 [3710/10000][0/13] Loss_D: 0.0024 Loss_G: 31.8930 D(x): 1.0000 D(G(z)): 0.0024 / 0.0011 [3711/10000][0/13] Loss_D: 0.0025 Loss_G: 18.9343 D(x): 1.0000 D(G(z)): 0.0024 / 0.0017 [3712/10000][0/13] Loss_D: 0.0032 Loss_G: 21.3161 D(x): 0.9994 D(G(z)): 0.0025 / 0.0014 [3713/10000][0/13] Loss_D: 1.1340 Loss_G: 18.5704 D(x): 0.9685 D(G(z)): 0.0044 / 0.0016 [3714/10000][0/13] Loss_D: 0.0012 Loss_G: 12.0217 D(x): 0.9999 D(G(z)): 0.0011 / 0.0007 [3715/10000][0/13] Loss_D: 0.0077 Loss_G: 10.1002 D(x): 1.0000 D(G(z)): 0.0076 / 0.0022 [3716/10000][0/13] Loss_D: 0.0046 Loss_G: 8.0615 D(x): 0.9997 D(G(z)): 0.0043 / 0.0034 [3717/10000][0/13] Loss_D: 0.0044 Loss_G: 6.9488 D(x): 0.9999 D(G(z)): 0.0043 / 0.0023 [3718/10000][0/13] Loss_D: 0.0031 Loss_G: 15.8505 D(x): 0.9974 D(G(z)): 0.0004 / 0.0003 [3719/10000][0/13] Loss_D: 0.0013 Loss_G: 7.8950 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [3720/10000][0/13] Loss_D: 1.5111 Loss_G: 45.9503 D(x): 1.0000 D(G(z)): 0.6643 / 0.0000 [3721/10000][0/13] Loss_D: 0.0001 Loss_G: 28.8835 D(x): 0.9999 D(G(z)): 0.0001 / 0.0000 [3722/10000][0/13] Loss_D: 0.0064 Loss_G: 13.3472 D(x): 1.0000 D(G(z)): 0.0064 / 0.0025 [3723/10000][0/13] Loss_D: 0.0035 Loss_G: 10.4855 D(x): 1.0000 D(G(z)): 0.0034 / 0.0015 [3724/10000][0/13] Loss_D: 0.0028 Loss_G: 7.1859 D(x): 0.9997 D(G(z)): 0.0025 / 0.0011 [3725/10000][0/13] Loss_D: 0.0036 Loss_G: 6.7099 D(x): 0.9997 D(G(z)): 0.0032 / 0.0017 [3726/10000][0/13] Loss_D: 0.4005 Loss_G: 16.6787 D(x): 0.9998 D(G(z)): 0.2457 / 0.0001 [3727/10000][0/13] Loss_D: 0.0135 Loss_G: 15.4512 D(x): 0.9987 D(G(z)): 0.0120 / 0.0020 [3728/10000][0/13] Loss_D: 0.0013 Loss_G: 17.4324 D(x): 0.9999 D(G(z)): 0.0012 / 0.0010 [3729/10000][0/13] Loss_D: 0.0182 Loss_G: 12.8552 D(x): 0.9993 D(G(z)): 0.0170 / 0.0019 [3730/10000][0/13] Loss_D: 0.0100 Loss_G: 9.0393 D(x): 0.9995 D(G(z)): 0.0095 / 0.0028 [3731/10000][0/13] Loss_D: 0.0577 Loss_G: 5.2878 D(x): 0.9587 D(G(z)): 0.0034 / 0.0131 [3732/10000][0/13] Loss_D: 0.0018 Loss_G: 7.1672 D(x): 0.9998 D(G(z)): 0.0016 / 0.0011 [3733/10000][0/13] Loss_D: 0.0036 Loss_G: 6.7518 D(x): 0.9999 D(G(z)): 0.0035 / 0.0018 [3734/10000][0/13] Loss_D: 0.0026 Loss_G: 7.1624 D(x): 0.9988 D(G(z)): 0.0013 / 0.0012 [3735/10000][0/13] Loss_D: 0.0015 Loss_G: 7.3573 D(x): 0.9999 D(G(z)): 0.0014 / 0.0010 [3736/10000][0/13] Loss_D: 0.0016 Loss_G: 7.2033 D(x): 0.9999 D(G(z)): 0.0015 / 0.0010 [3737/10000][0/13] Loss_D: 0.0016 Loss_G: 7.7349 D(x): 0.9992 D(G(z)): 0.0009 / 0.0007 [3738/10000][0/13] Loss_D: 0.0016 Loss_G: 7.0164 D(x): 1.0000 D(G(z)): 0.0016 / 0.0013 [3739/10000][0/13] Loss_D: 0.0013 Loss_G: 6.9441 D(x): 0.9994 D(G(z)): 0.0007 / 0.0013 [3740/10000][0/13] Loss_D: 0.9779 Loss_G: 34.6877 D(x): 0.9238 D(G(z)): 0.0014 / 0.0001 [3741/10000][0/13] Loss_D: 0.0013 Loss_G: 30.3697 D(x): 0.9999 D(G(z)): 0.0011 / 0.0008 [3742/10000][0/13] Loss_D: 1.2685 Loss_G: 21.5942 D(x): 0.9589 D(G(z)): 0.0023 / 0.0010 [3743/10000][0/13] Loss_D: 0.9899 Loss_G: 14.2464 D(x): 0.9630 D(G(z)): 0.0003 / 0.0003 [3744/10000][0/13] Loss_D: 0.0040 Loss_G: 11.4523 D(x): 0.9994 D(G(z)): 0.0033 / 0.0020 [3745/10000][0/13] Loss_D: 0.0058 Loss_G: 11.9995 D(x): 0.9972 D(G(z)): 0.0030 / 0.0020 [3746/10000][0/13] Loss_D: 0.0014 Loss_G: 8.6502 D(x): 0.9998 D(G(z)): 0.0012 / 0.0009 [3747/10000][0/13] Loss_D: 0.0025 Loss_G: 6.9712 D(x): 0.9999 D(G(z)): 0.0024 / 0.0018 [3748/10000][0/13] Loss_D: 0.0081 Loss_G: 5.8376 D(x): 0.9999 D(G(z)): 0.0079 / 0.0056 [3749/10000][0/13] Loss_D: 0.0249 Loss_G: 5.4388 D(x): 0.9828 D(G(z)): 0.0028 / 0.0613 [3750/10000][0/13] Loss_D: 0.0018 Loss_G: 7.3579 D(x): 0.9997 D(G(z)): 0.0015 / 0.0010 [3751/10000][0/13] Loss_D: 0.0015 Loss_G: 8.0126 D(x): 0.9997 D(G(z)): 0.0012 / 0.0100 [3752/10000][0/13] Loss_D: 0.0005 Loss_G: 14.7507 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [3753/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7345 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [3754/10000][0/13] Loss_D: 0.0031 Loss_G: 7.1570 D(x): 0.9994 D(G(z)): 0.0025 / 0.0016 [3755/10000][0/13] Loss_D: 0.0127 Loss_G: 6.3424 D(x): 0.9999 D(G(z)): 0.0125 / 0.0026 [3756/10000][0/13] Loss_D: 0.0042 Loss_G: 6.4537 D(x): 1.0000 D(G(z)): 0.0042 / 0.0023 [3757/10000][0/13] Loss_D: 0.0003 Loss_G: 11.9100 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [3758/10000][0/13] Loss_D: 0.0021 Loss_G: 8.0999 D(x): 0.9984 D(G(z)): 0.0005 / 0.0005 [3759/10000][0/13] Loss_D: 0.0028 Loss_G: 8.3791 D(x): 0.9977 D(G(z)): 0.0005 / 0.0004 [3760/10000][0/13] Loss_D: 0.0016 Loss_G: 7.2916 D(x): 0.9997 D(G(z)): 0.0013 / 0.0010 [3761/10000][0/13] Loss_D: 0.0011 Loss_G: 8.1433 D(x): 0.9996 D(G(z)): 0.0008 / 0.0006 [3762/10000][0/13] Loss_D: 0.0233 Loss_G: 5.7199 D(x): 0.9826 D(G(z)): 0.0050 / 0.0051 [3763/10000][0/13] Loss_D: 0.0009 Loss_G: 7.7936 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [3764/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6356 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [3765/10000][0/13] Loss_D: 0.0019 Loss_G: 7.0176 D(x): 0.9999 D(G(z)): 0.0018 / 0.0013 [3766/10000][0/13] Loss_D: 0.0041 Loss_G: 6.9847 D(x): 0.9979 D(G(z)): 0.0020 / 0.0017 [3767/10000][0/13] Loss_D: 0.0013 Loss_G: 7.5344 D(x): 0.9996 D(G(z)): 0.0009 / 0.0008 [3768/10000][0/13] Loss_D: 0.0027 Loss_G: 6.8858 D(x): 0.9996 D(G(z)): 0.0023 / 0.0046 [3769/10000][0/13] Loss_D: 0.0024 Loss_G: 7.8990 D(x): 0.9982 D(G(z)): 0.0006 / 0.0006 [3770/10000][0/13] Loss_D: 0.0013 Loss_G: 7.0895 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [3771/10000][0/13] Loss_D: 0.0022 Loss_G: 8.1626 D(x): 0.9986 D(G(z)): 0.0008 / 0.0008 [3772/10000][0/13] Loss_D: 0.0034 Loss_G: 6.8378 D(x): 0.9988 D(G(z)): 0.0022 / 0.0016 [3773/10000][0/13] Loss_D: 0.0021 Loss_G: 8.5759 D(x): 0.9984 D(G(z)): 0.0005 / 0.0003 [3774/10000][0/13] Loss_D: 0.0012 Loss_G: 7.6131 D(x): 0.9997 D(G(z)): 0.0010 / 0.0008 [3775/10000][0/13] Loss_D: 0.0075 Loss_G: 6.2082 D(x): 0.9994 D(G(z)): 0.0069 / 0.0032 [3776/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9520 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [3777/10000][0/13] Loss_D: 0.0021 Loss_G: 7.6922 D(x): 0.9988 D(G(z)): 0.0009 / 0.0008 [3778/10000][0/13] Loss_D: 0.0017 Loss_G: 7.8306 D(x): 0.9997 D(G(z)): 0.0015 / 0.0009 [3779/10000][0/13] Loss_D: 0.0005 Loss_G: 9.5542 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [3780/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7237 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [3781/10000][0/13] Loss_D: 0.0010 Loss_G: 7.6759 D(x): 0.9999 D(G(z)): 0.0010 / 0.0013 [3782/10000][0/13] Loss_D: 0.5998 Loss_G: 15.6988 D(x): 1.0000 D(G(z)): 0.1782 / 0.0002 [3783/10000][0/13] Loss_D: 0.0106 Loss_G: 18.1561 D(x): 0.9999 D(G(z)): 0.0103 / 0.0012 [3784/10000][0/13] Loss_D: 0.0084 Loss_G: 15.6771 D(x): 0.9995 D(G(z)): 0.0076 / 0.0018 [3785/10000][0/13] Loss_D: 0.0025 Loss_G: 13.0665 D(x): 0.9998 D(G(z)): 0.0023 / 0.0015 [3786/10000][0/13] Loss_D: 0.0010 Loss_G: 17.8642 D(x): 0.9991 D(G(z)): 0.0001 / 0.0000 [3787/10000][0/13] Loss_D: 0.0003 Loss_G: 14.7952 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [3788/10000][0/13] Loss_D: 0.0021 Loss_G: 13.4093 D(x): 0.9997 D(G(z)): 0.0018 / 0.0013 [3789/10000][0/13] Loss_D: 0.0035 Loss_G: 10.0627 D(x): 0.9976 D(G(z)): 0.0011 / 0.0010 [3790/10000][0/13] Loss_D: 0.0011 Loss_G: 10.0160 D(x): 0.9991 D(G(z)): 0.0002 / 0.0001 [3791/10000][0/13] Loss_D: 0.0013 Loss_G: 7.0357 D(x): 1.0000 D(G(z)): 0.0012 / 0.0016 [3792/10000][0/13] Loss_D: 0.0022 Loss_G: 9.3840 D(x): 0.9983 D(G(z)): 0.0005 / 0.0003 [3793/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8900 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [3794/10000][0/13] Loss_D: 0.0009 Loss_G: 7.8372 D(x): 0.9997 D(G(z)): 0.0006 / 0.0006 [3795/10000][0/13] Loss_D: 22.1575 Loss_G: 17.4265 D(x): 1.0000 D(G(z)): 0.4278 / 0.2188 [3796/10000][0/13] Loss_D: 0.0027 Loss_G: 26.9873 D(x): 0.9974 D(G(z)): 0.0001 / 0.0001 [3797/10000][0/13] Loss_D: 0.0009 Loss_G: 28.1149 D(x): 0.9998 D(G(z)): 0.0007 / 0.0010 [3798/10000][0/13] Loss_D: 0.0011 Loss_G: 19.1950 D(x): 0.9999 D(G(z)): 0.0010 / 0.0008 [3799/10000][0/13] Loss_D: 0.0083 Loss_G: 19.7202 D(x): 1.0000 D(G(z)): 0.0080 / 0.0005 [3800/10000][0/13] Loss_D: 0.0024 Loss_G: 17.5099 D(x): 0.9999 D(G(z)): 0.0023 / 0.0010 [3801/10000][0/13] Loss_D: 0.0063 Loss_G: 10.3262 D(x): 1.0000 D(G(z)): 0.0063 / 0.0024 [3802/10000][0/13] Loss_D: 0.0028 Loss_G: 7.5543 D(x): 1.0000 D(G(z)): 0.0028 / 0.0018 [3803/10000][0/13] Loss_D: 0.0049 Loss_G: 6.7119 D(x): 0.9995 D(G(z)): 0.0043 / 0.0019 [3804/10000][0/13] Loss_D: 0.0021 Loss_G: 7.0512 D(x): 0.9997 D(G(z)): 0.0018 / 0.0012 [3805/10000][0/13] Loss_D: 0.0087 Loss_G: 7.1302 D(x): 0.9928 D(G(z)): 0.0012 / 0.0023 [3806/10000][0/13] Loss_D: 0.0004 Loss_G: 8.5145 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [3807/10000][0/13] Loss_D: 0.0095 Loss_G: 7.5715 D(x): 0.9914 D(G(z)): 0.0006 / 0.0009 [3808/10000][0/13] Loss_D: 0.0164 Loss_G: 6.9497 D(x): 0.9855 D(G(z)): 0.0006 / 0.0042 [3809/10000][0/13] Loss_D: 0.0040 Loss_G: 9.4443 D(x): 0.9999 D(G(z)): 0.0038 / 0.0168 [3810/10000][0/13] Loss_D: 0.0089 Loss_G: 7.2202 D(x): 0.9939 D(G(z)): 0.0027 / 0.0022 [3811/10000][0/13] Loss_D: 0.0003 Loss_G: 10.1144 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [3812/10000][0/13] Loss_D: 0.0011 Loss_G: 8.4382 D(x): 0.9994 D(G(z)): 0.0005 / 0.0004 [3813/10000][0/13] Loss_D: 0.0051 Loss_G: 9.4410 D(x): 0.9951 D(G(z)): 0.0002 / 0.0002 [3814/10000][0/13] Loss_D: 0.0080 Loss_G: 6.8533 D(x): 0.9944 D(G(z)): 0.0022 / 0.0023 [3815/10000][0/13] Loss_D: 0.0166 Loss_G: 29.3886 D(x): 0.9970 D(G(z)): 0.0130 / 0.0003 [3816/10000][0/13] Loss_D: 0.0003 Loss_G: 27.5986 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [3817/10000][0/13] Loss_D: 0.0008 Loss_G: 22.6429 D(x): 0.9997 D(G(z)): 0.0005 / 0.0004 [3818/10000][0/13] Loss_D: 0.0081 Loss_G: 21.1663 D(x): 1.0000 D(G(z)): 0.0079 / 0.0008 [3819/10000][0/13] Loss_D: 0.0044 Loss_G: 17.9505 D(x): 1.0000 D(G(z)): 0.0043 / 0.0019 [3820/10000][0/13] Loss_D: 0.0118 Loss_G: 30.6184 D(x): 0.9902 D(G(z)): 0.0000 / 0.0000 [3821/10000][0/13] Loss_D: 0.0003 Loss_G: 23.5713 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [3822/10000][0/13] Loss_D: 0.0009 Loss_G: 15.9642 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [3823/10000][0/13] Loss_D: 0.0012 Loss_G: 14.8390 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [3824/10000][0/13] Loss_D: 0.0010 Loss_G: 13.9223 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [3825/10000][0/13] Loss_D: 0.0049 Loss_G: 14.3620 D(x): 0.9994 D(G(z)): 0.0042 / 0.0026 [3826/10000][0/13] Loss_D: 0.0027 Loss_G: 10.5589 D(x): 1.0000 D(G(z)): 0.0027 / 0.0020 [3827/10000][0/13] Loss_D: 0.0046 Loss_G: 9.7262 D(x): 0.9995 D(G(z)): 0.0041 / 0.0019 [3828/10000][0/13] Loss_D: 0.9318 Loss_G: 30.0229 D(x): 0.9999 D(G(z)): 0.3026 / 0.0000 [3829/10000][0/13] Loss_D: 0.0219 Loss_G: 29.6750 D(x): 1.0000 D(G(z)): 0.0212 / 0.0011 [3830/10000][0/13] Loss_D: 0.0137 Loss_G: 19.6774 D(x): 0.9885 D(G(z)): 0.0001 / 0.0001 [3831/10000][0/13] Loss_D: 0.0014 Loss_G: 28.2994 D(x): 0.9989 D(G(z)): 0.0002 / 0.0002 [3832/10000][0/13] Loss_D: 0.0025 Loss_G: 20.0270 D(x): 1.0000 D(G(z)): 0.0024 / 0.0012 [3833/10000][0/13] Loss_D: 0.0018 Loss_G: 19.2163 D(x): 0.9999 D(G(z)): 0.0017 / 0.0011 [3834/10000][0/13] Loss_D: 0.0042 Loss_G: 17.4372 D(x): 0.9999 D(G(z)): 0.0041 / 0.0020 [3835/10000][0/13] Loss_D: 0.0020 Loss_G: 18.4182 D(x): 0.9998 D(G(z)): 0.0018 / 0.0012 [3836/10000][0/13] Loss_D: 0.0035 Loss_G: 14.1073 D(x): 1.0000 D(G(z)): 0.0034 / 0.0014 [3837/10000][0/13] Loss_D: 0.0040 Loss_G: 11.7275 D(x): 1.0000 D(G(z)): 0.0039 / 0.0071 [3838/10000][0/13] Loss_D: 0.0015 Loss_G: 7.7271 D(x): 1.0000 D(G(z)): 0.0015 / 0.0010 [3839/10000][0/13] Loss_D: 0.0055 Loss_G: 6.5650 D(x): 0.9996 D(G(z)): 0.0051 / 0.0022 [3840/10000][0/13] Loss_D: 0.0179 Loss_G: 6.6677 D(x): 1.0000 D(G(z)): 0.0174 / 0.0025 [3841/10000][0/13] Loss_D: 0.0016 Loss_G: 7.2209 D(x): 0.9998 D(G(z)): 0.0014 / 0.0013 [3842/10000][0/13] Loss_D: 0.0026 Loss_G: 9.1461 D(x): 0.9977 D(G(z)): 0.0003 / 0.0002 [3843/10000][0/13] Loss_D: 0.0040 Loss_G: 6.7100 D(x): 0.9999 D(G(z)): 0.0039 / 0.0023 [3844/10000][0/13] Loss_D: 0.0074 Loss_G: 6.7586 D(x): 0.9997 D(G(z)): 0.0071 / 0.0059 [3845/10000][0/13] Loss_D: 0.0034 Loss_G: 7.7458 D(x): 0.9980 D(G(z)): 0.0013 / 0.0012 [3846/10000][0/13] Loss_D: 0.0007 Loss_G: 11.3524 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [3847/10000][0/13] Loss_D: 0.0004 Loss_G: 9.0317 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [3848/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1548 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [3849/10000][0/13] Loss_D: 0.0014 Loss_G: 8.0336 D(x): 0.9997 D(G(z)): 0.0012 / 0.0011 [3850/10000][0/13] Loss_D: 0.0011 Loss_G: 7.9950 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [3851/10000][0/13] Loss_D: 0.0086 Loss_G: 6.4124 D(x): 0.9941 D(G(z)): 0.0021 / 0.0030 [3852/10000][0/13] Loss_D: 0.0017 Loss_G: 8.0632 D(x): 0.9990 D(G(z)): 0.0008 / 0.0006 [3853/10000][0/13] Loss_D: 1.2916 Loss_G: 34.9630 D(x): 0.9687 D(G(z)): 0.0797 / 0.0000 [3854/10000][0/13] Loss_D: 0.0001 Loss_G: 25.1898 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [3855/10000][0/13] Loss_D: 0.0006 Loss_G: 25.1610 D(x): 1.0000 D(G(z)): 0.0006 / 0.0003 [3856/10000][0/13] Loss_D: 0.0043 Loss_G: 16.4014 D(x): 0.9986 D(G(z)): 0.0029 / 0.0023 [3857/10000][0/13] Loss_D: 0.0016 Loss_G: 11.9049 D(x): 0.9999 D(G(z)): 0.0015 / 0.0011 [3858/10000][0/13] Loss_D: 0.0032 Loss_G: 11.7954 D(x): 0.9994 D(G(z)): 0.0026 / 0.0021 [3859/10000][0/13] Loss_D: 0.0077 Loss_G: 9.4633 D(x): 0.9954 D(G(z)): 0.0030 / 0.0021 [3860/10000][0/13] Loss_D: 0.0368 Loss_G: 12.1524 D(x): 0.9782 D(G(z)): 0.0004 / 0.0005 [3861/10000][0/13] Loss_D: 0.0027 Loss_G: 7.6677 D(x): 1.0000 D(G(z)): 0.0027 / 0.0012 [3862/10000][0/13] Loss_D: 0.8890 Loss_G: 7.1299 D(x): 0.9686 D(G(z)): 0.0023 / 0.0018 [3863/10000][0/13] Loss_D: 0.2715 Loss_G: 13.4092 D(x): 1.0000 D(G(z)): 0.1542 / 0.0001 [3864/10000][0/13] Loss_D: 0.0022 Loss_G: 9.7312 D(x): 1.0000 D(G(z)): 0.0022 / 0.0009 [3865/10000][0/13] Loss_D: 0.0020 Loss_G: 7.5586 D(x): 1.0000 D(G(z)): 0.0019 / 0.0013 [3866/10000][0/13] Loss_D: 0.0050 Loss_G: 6.8816 D(x): 0.9993 D(G(z)): 0.0043 / 0.0024 [3867/10000][0/13] Loss_D: 0.0299 Loss_G: 15.7799 D(x): 0.9841 D(G(z)): 0.0082 / 0.0083 [3868/10000][0/13] Loss_D: 0.0144 Loss_G: 12.9720 D(x): 1.0000 D(G(z)): 0.0142 / 0.0020 [3869/10000][0/13] Loss_D: 0.0043 Loss_G: 15.6825 D(x): 0.9982 D(G(z)): 0.0024 / 0.0016 [3870/10000][0/13] Loss_D: 0.0047 Loss_G: 13.8701 D(x): 0.9994 D(G(z)): 0.0040 / 0.0017 [3871/10000][0/13] Loss_D: 0.0335 Loss_G: 11.2944 D(x): 0.9748 D(G(z)): 0.0013 / 0.0004 [3872/10000][0/13] Loss_D: 0.0022 Loss_G: 7.8184 D(x): 1.0000 D(G(z)): 0.0022 / 0.0019 [3873/10000][0/13] Loss_D: 0.0063 Loss_G: 6.8434 D(x): 0.9997 D(G(z)): 0.0058 / 0.0018 [3874/10000][0/13] Loss_D: 0.0033 Loss_G: 9.4765 D(x): 0.9969 D(G(z)): 0.0002 / 0.0002 [3875/10000][0/13] Loss_D: 0.0136 Loss_G: 8.2180 D(x): 0.9876 D(G(z)): 0.0007 / 0.0008 [3876/10000][0/13] Loss_D: 0.0016 Loss_G: 7.6232 D(x): 0.9998 D(G(z)): 0.0014 / 0.0010 [3877/10000][0/13] Loss_D: 0.0060 Loss_G: 7.4826 D(x): 0.9951 D(G(z)): 0.0010 / 0.0013 [3878/10000][0/13] Loss_D: 0.0395 Loss_G: 6.9806 D(x): 0.9900 D(G(z)): 0.0265 / 0.0021 [3879/10000][0/13] Loss_D: 0.0015 Loss_G: 7.3228 D(x): 1.0000 D(G(z)): 0.0014 / 0.0015 [3880/10000][0/13] Loss_D: 0.0037 Loss_G: 12.1471 D(x): 0.9964 D(G(z)): 0.0000 / 0.0000 [3881/10000][0/13] Loss_D: 0.0016 Loss_G: 28.8104 D(x): 0.9984 D(G(z)): 0.0000 / 0.0000 [3882/10000][0/13] Loss_D: 0.0012 Loss_G: 21.8779 D(x): 0.9995 D(G(z)): 0.0008 / 0.0005 [3883/10000][0/13] Loss_D: 0.0042 Loss_G: 27.2742 D(x): 0.9959 D(G(z)): 0.0001 / 0.0000 [3884/10000][0/13] Loss_D: 0.0005 Loss_G: 16.5524 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [3885/10000][0/13] Loss_D: 0.0146 Loss_G: 14.8489 D(x): 0.9994 D(G(z)): 0.0132 / 0.0185 [3886/10000][0/13] Loss_D: 2.0927 Loss_G: 19.3980 D(x): 0.9685 D(G(z)): 0.0004 / 0.0004 [3887/10000][0/13] Loss_D: 0.0011 Loss_G: 12.2235 D(x): 0.9999 D(G(z)): 0.0010 / 0.0006 [3888/10000][0/13] Loss_D: 0.0009 Loss_G: 13.5913 D(x): 0.9996 D(G(z)): 0.0006 / 0.0006 [3889/10000][0/13] Loss_D: 0.0014 Loss_G: 14.5263 D(x): 0.9989 D(G(z)): 0.0003 / 0.0001 [3890/10000][0/13] Loss_D: 0.0018 Loss_G: 12.9526 D(x): 0.9999 D(G(z)): 0.0017 / 0.0006 [3891/10000][0/13] Loss_D: 0.0151 Loss_G: 7.2831 D(x): 0.9964 D(G(z)): 0.0112 / 0.0013 [3892/10000][0/13] Loss_D: 0.0050 Loss_G: 6.8095 D(x): 0.9999 D(G(z)): 0.0048 / 0.0021 [3893/10000][0/13] Loss_D: 0.0002 Loss_G: 11.1877 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [3894/10000][0/13] Loss_D: 3.2911 Loss_G: 23.6183 D(x): 0.9331 D(G(z)): 0.0003 / 0.0003 [3895/10000][0/13] Loss_D: 2.6777 Loss_G: 19.9146 D(x): 0.9288 D(G(z)): 0.0015 / 0.0009 [3896/10000][0/13] Loss_D: 0.0014 Loss_G: 19.7352 D(x): 0.9995 D(G(z)): 0.0009 / 0.0004 [3897/10000][0/13] Loss_D: 1.4444 Loss_G: 16.4135 D(x): 0.9670 D(G(z)): 0.0014 / 0.0011 [3898/10000][0/13] Loss_D: 0.0007 Loss_G: 22.9676 D(x): 0.9993 D(G(z)): 0.0000 / 0.0001 [3899/10000][0/13] Loss_D: 0.9559 Loss_G: 24.4649 D(x): 0.9685 D(G(z)): 0.0060 / 0.0027 [3900/10000][0/13] Loss_D: 1.0279 Loss_G: 26.4774 D(x): 0.9684 D(G(z)): 0.0001 / 0.0000 [3901/10000][0/13] Loss_D: 1.1868 Loss_G: 17.6410 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [3902/10000][0/13] Loss_D: 0.0033 Loss_G: 14.9143 D(x): 1.0000 D(G(z)): 0.0032 / 0.0008 [3903/10000][0/13] Loss_D: 1.3421 Loss_G: 12.6133 D(x): 0.9682 D(G(z)): 0.0021 / 0.0014 [3904/10000][0/13] Loss_D: 0.0003 Loss_G: 10.8346 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [3905/10000][0/13] Loss_D: 0.0005 Loss_G: 11.0575 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [3906/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1465 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [3907/10000][0/13] Loss_D: 0.0064 Loss_G: 9.0474 D(x): 0.9943 D(G(z)): 0.0005 / 0.0005 [3908/10000][0/13] Loss_D: 0.0015 Loss_G: 7.7250 D(x): 0.9996 D(G(z)): 0.0011 / 0.0009 [3909/10000][0/13] Loss_D: 0.0234 Loss_G: 6.2547 D(x): 0.9990 D(G(z)): 0.0220 / 0.0036 [3910/10000][0/13] Loss_D: 1.5119 Loss_G: 8.8435 D(x): 0.9621 D(G(z)): 0.0003 / 0.0004 [3911/10000][0/13] Loss_D: 0.0007 Loss_G: 8.4886 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [3912/10000][0/13] Loss_D: 0.3056 Loss_G: 23.0151 D(x): 1.0000 D(G(z)): 0.2052 / 0.0005 [3913/10000][0/13] Loss_D: 0.0022 Loss_G: 28.9812 D(x): 0.9978 D(G(z)): 0.0000 / 0.0000 [3914/10000][0/13] Loss_D: 0.0057 Loss_G: 34.7219 D(x): 0.9944 D(G(z)): 0.0000 / 0.0000 [3915/10000][0/13] Loss_D: 0.0031 Loss_G: 22.9031 D(x): 1.0000 D(G(z)): 0.0030 / 0.0010 [3916/10000][0/13] Loss_D: 0.0123 Loss_G: 17.8730 D(x): 1.0000 D(G(z)): 0.0119 / 0.0007 [3917/10000][0/13] Loss_D: 0.0009 Loss_G: 13.4748 D(x): 1.0000 D(G(z)): 0.0009 / 0.0004 [3918/10000][0/13] Loss_D: 0.0013 Loss_G: 13.0365 D(x): 0.9997 D(G(z)): 0.0010 / 0.0008 [3919/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5504 D(x): 0.9999 D(G(z)): 0.0014 / 0.0010 [3920/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8810 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [3921/10000][0/13] Loss_D: 0.0011 Loss_G: 8.0050 D(x): 0.9999 D(G(z)): 0.0010 / 0.0006 [3922/10000][0/13] Loss_D: 0.0094 Loss_G: 8.5597 D(x): 0.9913 D(G(z)): 0.0004 / 0.0004 [3923/10000][0/13] Loss_D: 0.0011 Loss_G: 7.9162 D(x): 0.9999 D(G(z)): 0.0010 / 0.0009 [3924/10000][0/13] Loss_D: 0.0048 Loss_G: 9.0428 D(x): 0.9957 D(G(z)): 0.0003 / 0.0004 [3925/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2365 D(x): 0.9997 D(G(z)): 0.0006 / 0.0005 [3926/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2962 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [3927/10000][0/13] Loss_D: 0.0023 Loss_G: 7.1421 D(x): 0.9996 D(G(z)): 0.0020 / 0.0012 [3928/10000][0/13] Loss_D: 0.0727 Loss_G: 13.6804 D(x): 0.9480 D(G(z)): 0.0007 / 0.0025 [3929/10000][0/13] Loss_D: 0.0019 Loss_G: 9.6383 D(x): 0.9995 D(G(z)): 0.0014 / 0.0010 [3930/10000][0/13] Loss_D: 0.0053 Loss_G: 6.9663 D(x): 0.9982 D(G(z)): 0.0034 / 0.0020 [3931/10000][0/13] Loss_D: 0.2450 Loss_G: 7.9287 D(x): 0.9372 D(G(z)): 0.0014 / 0.0086 [3932/10000][0/13] Loss_D: 0.0013 Loss_G: 9.4007 D(x): 0.9990 D(G(z)): 0.0003 / 0.0003 [3933/10000][0/13] Loss_D: 0.0023 Loss_G: 7.3423 D(x): 0.9987 D(G(z)): 0.0010 / 0.0014 [3934/10000][0/13] Loss_D: 0.0005 Loss_G: 8.8570 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [3935/10000][0/13] Loss_D: 0.0053 Loss_G: 6.5595 D(x): 0.9999 D(G(z)): 0.0052 / 0.0023 [3936/10000][0/13] Loss_D: 0.0005 Loss_G: 8.8753 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [3937/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7359 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [3938/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8636 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [3939/10000][0/13] Loss_D: 0.0001 Loss_G: 10.1853 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [3940/10000][0/13] Loss_D: 0.2330 Loss_G: 15.3742 D(x): 1.0000 D(G(z)): 0.0917 / 0.0002 [3941/10000][0/13] Loss_D: 0.0044 Loss_G: 14.8478 D(x): 0.9999 D(G(z)): 0.0042 / 0.0017 [3942/10000][0/13] Loss_D: 0.0016 Loss_G: 14.3385 D(x): 0.9999 D(G(z)): 0.0014 / 0.0011 [3943/10000][0/13] Loss_D: 0.0002 Loss_G: 14.7352 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [3944/10000][0/13] Loss_D: 0.0023 Loss_G: 12.5349 D(x): 1.0000 D(G(z)): 0.0023 / 0.0021 [3945/10000][0/13] Loss_D: 0.0173 Loss_G: 30.4203 D(x): 0.9866 D(G(z)): 0.0012 / 0.0001 [3946/10000][0/13] Loss_D: 0.0248 Loss_G: 21.7445 D(x): 1.0000 D(G(z)): 0.0229 / 0.0008 [3947/10000][0/13] Loss_D: 0.0006 Loss_G: 21.9572 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [3948/10000][0/13] Loss_D: 0.0007 Loss_G: 10.9820 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [3949/10000][0/13] Loss_D: 0.0004 Loss_G: 9.8818 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [3950/10000][0/13] Loss_D: 0.0011 Loss_G: 7.8981 D(x): 0.9999 D(G(z)): 0.0011 / 0.0006 [3951/10000][0/13] Loss_D: 0.0024 Loss_G: 7.8574 D(x): 0.9990 D(G(z)): 0.0014 / 0.0009 [3952/10000][0/13] Loss_D: 0.0050 Loss_G: 7.1362 D(x): 0.9983 D(G(z)): 0.0033 / 0.0013 [3953/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6311 D(x): 0.9999 D(G(z)): 0.0007 / 0.0004 [3954/10000][0/13] Loss_D: 0.0033 Loss_G: 6.7957 D(x): 0.9994 D(G(z)): 0.0027 / 0.0018 [3955/10000][0/13] Loss_D: 0.0282 Loss_G: 5.4725 D(x): 1.0000 D(G(z)): 0.0272 / 0.0106 [3956/10000][0/13] Loss_D: 0.0018 Loss_G: 12.9155 D(x): 1.0000 D(G(z)): 0.0018 / 0.0006 [3957/10000][0/13] Loss_D: 0.0043 Loss_G: 10.9755 D(x): 0.9997 D(G(z)): 0.0040 / 0.0017 [3958/10000][0/13] Loss_D: 0.0011 Loss_G: 24.1144 D(x): 0.9989 D(G(z)): 0.0000 / 0.0000 [3959/10000][0/13] Loss_D: 0.0099 Loss_G: 12.5875 D(x): 1.0000 D(G(z)): 0.0097 / 0.0021 [3960/10000][0/13] Loss_D: 0.0010 Loss_G: 8.6861 D(x): 0.9999 D(G(z)): 0.0010 / 0.0008 [3961/10000][0/13] Loss_D: 0.0087 Loss_G: 6.8161 D(x): 0.9995 D(G(z)): 0.0080 / 0.0022 [3962/10000][0/13] Loss_D: 0.0006 Loss_G: 9.4688 D(x): 0.9997 D(G(z)): 0.0003 / 0.0002 [3963/10000][0/13] Loss_D: 0.0018 Loss_G: 7.4864 D(x): 1.0000 D(G(z)): 0.0018 / 0.0009 [3964/10000][0/13] Loss_D: 0.0005 Loss_G: 9.3821 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [3965/10000][0/13] Loss_D: 0.0052 Loss_G: 9.3531 D(x): 0.9954 D(G(z)): 0.0006 / 0.0007 [3966/10000][0/13] Loss_D: 0.2338 Loss_G: 21.7853 D(x): 1.0000 D(G(z)): 0.1403 / 0.0001 [3967/10000][0/13] Loss_D: 0.1012 Loss_G: 36.5508 D(x): 0.9696 D(G(z)): 0.0009 / 0.0009 [3968/10000][0/13] Loss_D: 0.0001 Loss_G: 29.3862 D(x): 0.9999 D(G(z)): 0.0001 / 0.0000 [3969/10000][0/13] Loss_D: 0.0029 Loss_G: 21.0849 D(x): 0.9988 D(G(z)): 0.0017 / 0.0010 [3970/10000][0/13] Loss_D: 0.0134 Loss_G: 20.1094 D(x): 0.9876 D(G(z)): 0.0005 / 0.0005 [3971/10000][0/13] Loss_D: 0.0087 Loss_G: 15.9330 D(x): 1.0000 D(G(z)): 0.0085 / 0.0025 [3972/10000][0/13] Loss_D: 0.0017 Loss_G: 7.3726 D(x): 0.9998 D(G(z)): 0.0015 / 0.0013 [3973/10000][0/13] Loss_D: 0.0127 Loss_G: 7.6406 D(x): 0.9888 D(G(z)): 0.0009 / 0.0013 [3974/10000][0/13] Loss_D: 0.0018 Loss_G: 7.2361 D(x): 0.9997 D(G(z)): 0.0015 / 0.0014 [3975/10000][0/13] Loss_D: 0.0047 Loss_G: 6.7303 D(x): 1.0000 D(G(z)): 0.0046 / 0.0019 [3976/10000][0/13] Loss_D: 0.0092 Loss_G: 10.1057 D(x): 0.9914 D(G(z)): 0.0005 / 0.0007 [3977/10000][0/13] Loss_D: 0.0021 Loss_G: 7.5937 D(x): 0.9999 D(G(z)): 0.0020 / 0.0010 [3978/10000][0/13] Loss_D: 0.0003 Loss_G: 8.8243 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [3979/10000][0/13] Loss_D: 0.0089 Loss_G: 7.5226 D(x): 0.9927 D(G(z)): 0.0006 / 0.0007 [3980/10000][0/13] Loss_D: 0.0008 Loss_G: 7.5851 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [3981/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8331 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [3982/10000][0/13] Loss_D: 0.0000 Loss_G: 35.5689 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [3983/10000][0/13] Loss_D: 0.0012 Loss_G: 28.0849 D(x): 0.9988 D(G(z)): 0.0000 / 0.0000 [3984/10000][0/13] Loss_D: 0.0006 Loss_G: 26.1815 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [3985/10000][0/13] Loss_D: 0.0001 Loss_G: 21.6652 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [3986/10000][0/13] Loss_D: 0.0019 Loss_G: 10.4159 D(x): 0.9998 D(G(z)): 0.0017 / 0.0010 [3987/10000][0/13] Loss_D: 0.0027 Loss_G: 7.2388 D(x): 1.0000 D(G(z)): 0.0027 / 0.0015 [3988/10000][0/13] Loss_D: 0.0010 Loss_G: 9.9150 D(x): 0.9996 D(G(z)): 0.0006 / 0.0007 [3989/10000][0/13] Loss_D: 0.0001 Loss_G: 11.5536 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [3990/10000][0/13] Loss_D: 0.0073 Loss_G: 6.7575 D(x): 1.0000 D(G(z)): 0.0073 / 0.0021 [3991/10000][0/13] Loss_D: 0.0008 Loss_G: 7.7873 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [3992/10000][0/13] Loss_D: 0.0018 Loss_G: 7.3136 D(x): 1.0000 D(G(z)): 0.0018 / 0.0013 [3993/10000][0/13] Loss_D: 8.2969 Loss_G: 42.4909 D(x): 1.0000 D(G(z)): 0.9955 / 0.0000 [3994/10000][0/13] Loss_D: 0.0000 Loss_G: 43.9734 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [3995/10000][0/13] Loss_D: 0.0134 Loss_G: 23.3335 D(x): 1.0000 D(G(z)): 0.0130 / 0.0006 [3996/10000][0/13] Loss_D: 0.0008 Loss_G: 20.7188 D(x): 1.0000 D(G(z)): 0.0008 / 0.0003 [3997/10000][0/13] Loss_D: 0.0022 Loss_G: 15.6615 D(x): 1.0000 D(G(z)): 0.0022 / 0.0015 [3998/10000][0/13] Loss_D: 0.0337 Loss_G: 12.8009 D(x): 0.9999 D(G(z)): 0.0315 / 0.0012 [3999/10000][0/13] Loss_D: 0.0041 Loss_G: 14.2656 D(x): 0.9999 D(G(z)): 0.0040 / 0.0019 [4000/10000][0/13] Loss_D: 0.0020 Loss_G: 7.9726 D(x): 0.9990 D(G(z)): 0.0010 / 0.0006 [4001/10000][0/13] Loss_D: 0.0005 Loss_G: 20.7722 D(x): 0.9996 D(G(z)): 0.0000 / 0.0000 [4002/10000][0/13] Loss_D: 0.0025 Loss_G: 7.5922 D(x): 1.0000 D(G(z)): 0.0024 / 0.0014 [4003/10000][0/13] Loss_D: 0.0044 Loss_G: 7.9490 D(x): 0.9965 D(G(z)): 0.0008 / 0.0006 [4004/10000][0/13] Loss_D: 0.0003 Loss_G: 9.9877 D(x): 0.9998 D(G(z)): 0.0002 / 0.0001 [4005/10000][0/13] Loss_D: 0.0023 Loss_G: 8.4096 D(x): 0.9991 D(G(z)): 0.0014 / 0.0009 [4006/10000][0/13] Loss_D: 0.0032 Loss_G: 6.5082 D(x): 1.0000 D(G(z)): 0.0031 / 0.0020 [4007/10000][0/13] Loss_D: 0.0010 Loss_G: 7.8888 D(x): 0.9995 D(G(z)): 0.0005 / 0.0005 [4008/10000][0/13] Loss_D: 0.0026 Loss_G: 8.2004 D(x): 0.9978 D(G(z)): 0.0004 / 0.0004 [4009/10000][0/13] Loss_D: 0.1087 Loss_G: 8.4919 D(x): 0.9999 D(G(z)): 0.0372 / 0.0005 [4010/10000][0/13] Loss_D: 0.0075 Loss_G: 9.0442 D(x): 0.9929 D(G(z)): 0.0003 / 0.0003 [4011/10000][0/13] Loss_D: 0.0026 Loss_G: 6.6054 D(x): 1.0000 D(G(z)): 0.0026 / 0.0022 [4012/10000][0/13] Loss_D: 0.0074 Loss_G: 7.4280 D(x): 0.9935 D(G(z)): 0.0006 / 0.0009 [4013/10000][0/13] Loss_D: 0.1265 Loss_G: 4.8284 D(x): 0.9527 D(G(z)): 0.0012 / 0.0890 [4014/10000][0/13] Loss_D: 0.0066 Loss_G: 17.5793 D(x): 0.9944 D(G(z)): 0.0008 / 0.0011 [4015/10000][0/13] Loss_D: 0.0002 Loss_G: 17.9746 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [4016/10000][0/13] Loss_D: 0.0028 Loss_G: 22.9404 D(x): 0.9973 D(G(z)): 0.0000 / 0.0000 [4017/10000][0/13] Loss_D: 0.0001 Loss_G: 22.1454 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4018/10000][0/13] Loss_D: 0.0016 Loss_G: 21.7838 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [4019/10000][0/13] Loss_D: 0.0013 Loss_G: 17.0762 D(x): 0.9999 D(G(z)): 0.0012 / 0.0007 [4020/10000][0/13] Loss_D: 0.0024 Loss_G: 15.1006 D(x): 0.9984 D(G(z)): 0.0007 / 0.0005 [4021/10000][0/13] Loss_D: 0.0186 Loss_G: 13.4543 D(x): 0.9859 D(G(z)): 0.0039 / 0.0024 [4022/10000][0/13] Loss_D: 0.0020 Loss_G: 14.4395 D(x): 0.9995 D(G(z)): 0.0014 / 0.0007 [4023/10000][0/13] Loss_D: 0.0371 Loss_G: 11.5830 D(x): 1.0000 D(G(z)): 0.0350 / 0.0034 [4024/10000][0/13] Loss_D: 0.0008 Loss_G: 9.9369 D(x): 1.0000 D(G(z)): 0.0007 / 0.0054 [4025/10000][0/13] Loss_D: 0.0021 Loss_G: 9.4246 D(x): 0.9993 D(G(z)): 0.0014 / 0.0012 [4026/10000][0/13] Loss_D: 0.0027 Loss_G: 7.6413 D(x): 0.9996 D(G(z)): 0.0023 / 0.0010 [4027/10000][0/13] Loss_D: 0.0018 Loss_G: 7.2496 D(x): 0.9999 D(G(z)): 0.0017 / 0.0013 [4028/10000][0/13] Loss_D: 0.0011 Loss_G: 8.8425 D(x): 0.9998 D(G(z)): 0.0009 / 0.0006 [4029/10000][0/13] Loss_D: 0.0041 Loss_G: 6.7798 D(x): 0.9999 D(G(z)): 0.0040 / 0.0023 [4030/10000][0/13] Loss_D: 0.0091 Loss_G: 6.9356 D(x): 0.9938 D(G(z)): 0.0028 / 0.0037 [4031/10000][0/13] Loss_D: 0.0031 Loss_G: 10.6292 D(x): 0.9997 D(G(z)): 0.0028 / 0.0022 [4032/10000][0/13] Loss_D: 0.0004 Loss_G: 10.2222 D(x): 0.9998 D(G(z)): 0.0002 / 0.0001 [4033/10000][0/13] Loss_D: 0.0020 Loss_G: 7.7311 D(x): 0.9997 D(G(z)): 0.0017 / 0.0013 [4034/10000][0/13] Loss_D: 2.3271 Loss_G: 31.1399 D(x): 1.0000 D(G(z)): 0.5109 / 0.0000 [4035/10000][0/13] Loss_D: 0.0091 Loss_G: 27.4576 D(x): 1.0000 D(G(z)): 0.0089 / 0.0060 [4036/10000][0/13] Loss_D: 0.0025 Loss_G: 22.6523 D(x): 1.0000 D(G(z)): 0.0025 / 0.0010 [4037/10000][0/13] Loss_D: 0.0067 Loss_G: 19.3271 D(x): 0.9998 D(G(z)): 0.0064 / 0.0013 [4038/10000][0/13] Loss_D: 0.0346 Loss_G: 14.3193 D(x): 0.9999 D(G(z)): 0.0317 / 0.0008 [4039/10000][0/13] Loss_D: 0.0016 Loss_G: 9.4824 D(x): 1.0000 D(G(z)): 0.0016 / 0.0009 [4040/10000][0/13] Loss_D: 0.0022 Loss_G: 8.0214 D(x): 0.9992 D(G(z)): 0.0015 / 0.0010 [4041/10000][0/13] Loss_D: 0.0018 Loss_G: 7.1634 D(x): 0.9999 D(G(z)): 0.0018 / 0.0013 [4042/10000][0/13] Loss_D: 0.0044 Loss_G: 7.8153 D(x): 0.9985 D(G(z)): 0.0028 / 0.0028 [4043/10000][0/13] Loss_D: 0.0067 Loss_G: 7.4693 D(x): 0.9943 D(G(z)): 0.0009 / 0.0009 [4044/10000][0/13] Loss_D: 0.0044 Loss_G: 6.0529 D(x): 0.9995 D(G(z)): 0.0038 / 0.0054 [4045/10000][0/13] Loss_D: 0.0019 Loss_G: 7.5645 D(x): 0.9999 D(G(z)): 0.0018 / 0.0013 [4046/10000][0/13] Loss_D: 0.0021 Loss_G: 7.2823 D(x): 0.9992 D(G(z)): 0.0013 / 0.0016 [4047/10000][0/13] Loss_D: 0.0056 Loss_G: 6.4042 D(x): 0.9999 D(G(z)): 0.0054 / 0.0024 [4048/10000][0/13] Loss_D: 0.0032 Loss_G: 7.0796 D(x): 0.9985 D(G(z)): 0.0016 / 0.0014 [4049/10000][0/13] Loss_D: 0.0184 Loss_G: 6.0631 D(x): 0.9853 D(G(z)): 0.0013 / 0.0134 [4050/10000][0/13] Loss_D: 0.0056 Loss_G: 16.6867 D(x): 0.9989 D(G(z)): 0.0044 / 0.0027 [4051/10000][0/13] Loss_D: 0.0073 Loss_G: 7.8311 D(x): 0.9939 D(G(z)): 0.0009 / 0.0011 [4052/10000][0/13] Loss_D: 0.0029 Loss_G: 6.6147 D(x): 0.9999 D(G(z)): 0.0028 / 0.0021 [4053/10000][0/13] Loss_D: 0.0017 Loss_G: 7.1388 D(x): 0.9999 D(G(z)): 0.0015 / 0.0013 [4054/10000][0/13] Loss_D: 0.0023 Loss_G: 6.8201 D(x): 0.9998 D(G(z)): 0.0021 / 0.0016 [4055/10000][0/13] Loss_D: 0.0026 Loss_G: 7.7535 D(x): 0.9981 D(G(z)): 0.0007 / 0.0006 [4056/10000][0/13] Loss_D: 0.0009 Loss_G: 7.8327 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [4057/10000][0/13] Loss_D: 0.5828 Loss_G: 11.6979 D(x): 0.9326 D(G(z)): 0.0046 / 0.0318 [4058/10000][0/13] Loss_D: 0.0016 Loss_G: 10.7392 D(x): 0.9990 D(G(z)): 0.0006 / 0.0003 [4059/10000][0/13] Loss_D: 0.0007 Loss_G: 10.3387 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [4060/10000][0/13] Loss_D: 0.0003 Loss_G: 10.0294 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [4061/10000][0/13] Loss_D: 0.0015 Loss_G: 8.1791 D(x): 0.9999 D(G(z)): 0.0014 / 0.0011 [4062/10000][0/13] Loss_D: 0.0016 Loss_G: 7.3496 D(x): 0.9999 D(G(z)): 0.0015 / 0.0012 [4063/10000][0/13] Loss_D: 0.0024 Loss_G: 6.9509 D(x): 0.9998 D(G(z)): 0.0022 / 0.0015 [4064/10000][0/13] Loss_D: 0.0082 Loss_G: 6.9341 D(x): 0.9999 D(G(z)): 0.0080 / 0.0017 [4065/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3458 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [4066/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9521 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [4067/10000][0/13] Loss_D: 0.0037 Loss_G: 7.5887 D(x): 0.9971 D(G(z)): 0.0007 / 0.0007 [4068/10000][0/13] Loss_D: 0.0009 Loss_G: 7.6473 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [4069/10000][0/13] Loss_D: 0.0007 Loss_G: 8.9872 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [4070/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7829 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [4071/10000][0/13] Loss_D: 0.0031 Loss_G: 8.0676 D(x): 0.9973 D(G(z)): 0.0004 / 0.0005 [4072/10000][0/13] Loss_D: 0.0012 Loss_G: 7.4766 D(x): 0.9998 D(G(z)): 0.0010 / 0.0008 [4073/10000][0/13] Loss_D: 0.0010 Loss_G: 7.7515 D(x): 0.9999 D(G(z)): 0.0009 / 0.0008 [4074/10000][0/13] Loss_D: 0.0470 Loss_G: 9.4908 D(x): 0.9995 D(G(z)): 0.0395 / 0.0006 [4075/10000][0/13] Loss_D: 0.0009 Loss_G: 12.0736 D(x): 0.9998 D(G(z)): 0.0007 / 0.0003 [4076/10000][0/13] Loss_D: 0.0012 Loss_G: 8.2113 D(x): 0.9999 D(G(z)): 0.0010 / 0.0010 [4077/10000][0/13] Loss_D: 0.0035 Loss_G: 7.0019 D(x): 0.9986 D(G(z)): 0.0021 / 0.0017 [4078/10000][0/13] Loss_D: 0.0030 Loss_G: 8.3201 D(x): 0.9993 D(G(z)): 0.0022 / 0.0014 [4079/10000][0/13] Loss_D: 0.0005 Loss_G: 30.1054 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [4080/10000][0/13] Loss_D: 0.0002 Loss_G: 19.1037 D(x): 1.0000 D(G(z)): 0.0002 / 0.0005 [4081/10000][0/13] Loss_D: 0.0004 Loss_G: 19.5065 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [4082/10000][0/13] Loss_D: 0.0010 Loss_G: 14.0010 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [4083/10000][0/13] Loss_D: 0.0094 Loss_G: 12.9792 D(x): 0.9999 D(G(z)): 0.0091 / 0.0010 [4084/10000][0/13] Loss_D: 0.0021 Loss_G: 6.8887 D(x): 1.0000 D(G(z)): 0.0021 / 0.0017 [4085/10000][0/13] Loss_D: 0.0033 Loss_G: 6.5035 D(x): 0.9996 D(G(z)): 0.0029 / 0.0021 [4086/10000][0/13] Loss_D: 0.0090 Loss_G: 5.9548 D(x): 0.9995 D(G(z)): 0.0084 / 0.0050 [4087/10000][0/13] Loss_D: 0.0006 Loss_G: 8.0116 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [4088/10000][0/13] Loss_D: 0.0009 Loss_G: 8.1875 D(x): 0.9998 D(G(z)): 0.0007 / 0.0004 [4089/10000][0/13] Loss_D: 0.0025 Loss_G: 6.9786 D(x): 0.9997 D(G(z)): 0.0022 / 0.0021 [4090/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5555 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [4091/10000][0/13] Loss_D: 0.0012 Loss_G: 7.7047 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [4092/10000][0/13] Loss_D: 0.0011 Loss_G: 7.4307 D(x): 1.0000 D(G(z)): 0.0011 / 0.0014 [4093/10000][0/13] Loss_D: 0.0017 Loss_G: 7.3228 D(x): 0.9993 D(G(z)): 0.0011 / 0.0009 [4094/10000][0/13] Loss_D: 0.0042 Loss_G: 6.2574 D(x): 1.0000 D(G(z)): 0.0041 / 0.0037 [4095/10000][0/13] Loss_D: 0.0013 Loss_G: 7.3816 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [4096/10000][0/13] Loss_D: 0.0020 Loss_G: 7.1766 D(x): 0.9999 D(G(z)): 0.0019 / 0.0013 [4097/10000][0/13] Loss_D: 0.0304 Loss_G: 11.2072 D(x): 0.9806 D(G(z)): 0.0000 / 0.0000 [4098/10000][0/13] Loss_D: 0.0025 Loss_G: 7.6475 D(x): 0.9995 D(G(z)): 0.0020 / 0.0014 [4099/10000][0/13] Loss_D: 0.0030 Loss_G: 7.0728 D(x): 0.9994 D(G(z)): 0.0024 / 0.0015 [4100/10000][0/13] Loss_D: 0.0937 Loss_G: 5.4322 D(x): 0.9162 D(G(z)): 0.0005 / 0.0119 [4101/10000][0/13] Loss_D: 0.0014 Loss_G: 9.0389 D(x): 0.9992 D(G(z)): 0.0006 / 0.0005 [4102/10000][0/13] Loss_D: 0.0010 Loss_G: 10.0640 D(x): 0.9992 D(G(z)): 0.0003 / 0.0002 [4103/10000][0/13] Loss_D: 0.0080 Loss_G: 7.4752 D(x): 0.9931 D(G(z)): 0.0010 / 0.0012 [4104/10000][0/13] Loss_D: 0.0016 Loss_G: 8.4410 D(x): 0.9997 D(G(z)): 0.0013 / 0.0009 [4105/10000][0/13] Loss_D: 0.0168 Loss_G: 11.9938 D(x): 0.9858 D(G(z)): 0.0021 / 0.0032 [4106/10000][0/13] Loss_D: 0.1765 Loss_G: 4.6901 D(x): 0.9091 D(G(z)): 0.0032 / 0.2887 [4107/10000][0/13] Loss_D: 1.6096 Loss_G: 31.4671 D(x): 0.8930 D(G(z)): 0.0009 / 0.0018 [4108/10000][0/13] Loss_D: 0.0373 Loss_G: 18.9148 D(x): 1.0000 D(G(z)): 0.0316 / 0.0004 [4109/10000][0/13] Loss_D: 1.9465 Loss_G: 20.0942 D(x): 1.0000 D(G(z)): 0.4053 / 0.0000 [4110/10000][0/13] Loss_D: 0.0141 Loss_G: 21.1977 D(x): 0.9915 D(G(z)): 0.0043 / 0.0011 [4111/10000][0/13] Loss_D: 0.0025 Loss_G: 17.9963 D(x): 1.0000 D(G(z)): 0.0024 / 0.0005 [4112/10000][0/13] Loss_D: 0.0033 Loss_G: 11.7888 D(x): 1.0000 D(G(z)): 0.0033 / 0.0015 [4113/10000][0/13] Loss_D: 0.0039 Loss_G: 15.8669 D(x): 0.9991 D(G(z)): 0.0029 / 0.0011 [4114/10000][0/13] Loss_D: 0.0090 Loss_G: 13.5409 D(x): 0.9994 D(G(z)): 0.0082 / 0.0032 [4115/10000][0/13] Loss_D: 0.0069 Loss_G: 13.0407 D(x): 0.9960 D(G(z)): 0.0029 / 0.0018 [4116/10000][0/13] Loss_D: 0.0010 Loss_G: 12.9180 D(x): 0.9999 D(G(z)): 0.0009 / 0.0006 [4117/10000][0/13] Loss_D: 0.0029 Loss_G: 14.4431 D(x): 0.9980 D(G(z)): 0.0010 / 0.0014 [4118/10000][0/13] Loss_D: 0.0015 Loss_G: 13.1076 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [4119/10000][0/13] Loss_D: 0.0012 Loss_G: 11.7729 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [4120/10000][0/13] Loss_D: 0.0037 Loss_G: 7.2012 D(x): 0.9999 D(G(z)): 0.0036 / 0.0025 [4121/10000][0/13] Loss_D: 0.0017 Loss_G: 7.5757 D(x): 0.9997 D(G(z)): 0.0014 / 0.0009 [4122/10000][0/13] Loss_D: 0.0007 Loss_G: 8.6594 D(x): 0.9997 D(G(z)): 0.0004 / 0.0003 [4123/10000][0/13] Loss_D: 0.0033 Loss_G: 17.9305 D(x): 0.9986 D(G(z)): 0.0019 / 0.0012 [4124/10000][0/13] Loss_D: 0.0115 Loss_G: 12.6208 D(x): 0.9895 D(G(z)): 0.0009 / 0.0010 [4125/10000][0/13] Loss_D: 0.0197 Loss_G: 12.8598 D(x): 0.9820 D(G(z)): 0.0010 / 0.0018 [4126/10000][0/13] Loss_D: 0.0698 Loss_G: 14.9484 D(x): 0.9449 D(G(z)): 0.0010 / 0.0033 [4127/10000][0/13] Loss_D: 0.0006 Loss_G: 10.8435 D(x): 0.9996 D(G(z)): 0.0002 / 0.0002 [4128/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5779 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [4129/10000][0/13] Loss_D: 0.0023 Loss_G: 8.0593 D(x): 0.9989 D(G(z)): 0.0012 / 0.0007 [4130/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7427 D(x): 0.9994 D(G(z)): 0.0003 / 0.0002 [4131/10000][0/13] Loss_D: 0.0120 Loss_G: 7.0327 D(x): 0.9989 D(G(z)): 0.0106 / 0.0018 [4132/10000][0/13] Loss_D: 0.0014 Loss_G: 8.1560 D(x): 0.9992 D(G(z)): 0.0006 / 0.0006 [4133/10000][0/13] Loss_D: 0.0068 Loss_G: 7.3529 D(x): 0.9989 D(G(z)): 0.0054 / 0.0015 [4134/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7637 D(x): 0.9996 D(G(z)): 0.0006 / 0.0005 [4135/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3979 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [4136/10000][0/13] Loss_D: 0.0039 Loss_G: 7.5232 D(x): 0.9999 D(G(z)): 0.0038 / 0.0011 [4137/10000][0/13] Loss_D: 0.0559 Loss_G: 8.4913 D(x): 0.9529 D(G(z)): 0.0006 / 0.0754 [4138/10000][0/13] Loss_D: 0.0020 Loss_G: 6.6034 D(x): 1.0000 D(G(z)): 0.0020 / 0.0029 [4139/10000][0/13] Loss_D: 0.2352 Loss_G: 16.4255 D(x): 0.9999 D(G(z)): 0.1275 / 0.0000 [4140/10000][0/13] Loss_D: 0.3812 Loss_G: 24.9448 D(x): 0.9383 D(G(z)): 0.0000 / 0.0001 [4141/10000][0/13] Loss_D: 0.0031 Loss_G: 16.1513 D(x): 1.0000 D(G(z)): 0.0030 / 0.0018 [4142/10000][0/13] Loss_D: 0.0021 Loss_G: 13.0503 D(x): 0.9992 D(G(z)): 0.0013 / 0.0013 [4143/10000][0/13] Loss_D: 0.0022 Loss_G: 13.5874 D(x): 1.0000 D(G(z)): 0.0022 / 0.0013 [4144/10000][0/13] Loss_D: 0.0010 Loss_G: 12.9540 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [4145/10000][0/13] Loss_D: 0.0016 Loss_G: 7.8144 D(x): 1.0000 D(G(z)): 0.0016 / 0.0009 [4146/10000][0/13] Loss_D: 0.0196 Loss_G: 7.9347 D(x): 0.9874 D(G(z)): 0.0040 / 0.0024 [4147/10000][0/13] Loss_D: 0.0136 Loss_G: 17.3789 D(x): 0.9999 D(G(z)): 0.0130 / 0.0006 [4148/10000][0/13] Loss_D: 0.0026 Loss_G: 11.8882 D(x): 0.9999 D(G(z)): 0.0025 / 0.0016 [4149/10000][0/13] Loss_D: 0.0029 Loss_G: 10.4811 D(x): 0.9982 D(G(z)): 0.0011 / 0.0010 [4150/10000][0/13] Loss_D: 0.0049 Loss_G: 8.1288 D(x): 1.0000 D(G(z)): 0.0049 / 0.0031 [4151/10000][0/13] Loss_D: 0.0004 Loss_G: 10.2304 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [4152/10000][0/13] Loss_D: 0.0017 Loss_G: 7.9740 D(x): 0.9999 D(G(z)): 0.0016 / 0.0012 [4153/10000][0/13] Loss_D: 0.0030 Loss_G: 8.9393 D(x): 0.9996 D(G(z)): 0.0026 / 0.0020 [4154/10000][0/13] Loss_D: 0.5298 Loss_G: 16.2602 D(x): 0.7628 D(G(z)): 0.0003 / 0.0707 [4155/10000][0/13] Loss_D: 0.0003 Loss_G: 19.0642 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [4156/10000][0/13] Loss_D: 0.0042 Loss_G: 15.6806 D(x): 0.9994 D(G(z)): 0.0035 / 0.0035 [4157/10000][0/13] Loss_D: 0.0058 Loss_G: 17.9882 D(x): 1.0000 D(G(z)): 0.0057 / 0.0030 [4158/10000][0/13] Loss_D: 0.0019 Loss_G: 14.1528 D(x): 0.9999 D(G(z)): 0.0018 / 0.0011 [4159/10000][0/13] Loss_D: 0.0058 Loss_G: 7.1626 D(x): 1.0000 D(G(z)): 0.0057 / 0.0014 [4160/10000][0/13] Loss_D: 0.0037 Loss_G: 7.1339 D(x): 0.9998 D(G(z)): 0.0035 / 0.0017 [4161/10000][0/13] Loss_D: 0.0065 Loss_G: 5.8541 D(x): 0.9999 D(G(z)): 0.0063 / 0.0054 [4162/10000][0/13] Loss_D: 0.0023 Loss_G: 7.2681 D(x): 1.0000 D(G(z)): 0.0023 / 0.0014 [4163/10000][0/13] Loss_D: 0.0386 Loss_G: 5.6800 D(x): 0.9670 D(G(z)): 0.0029 / 0.0065 [4164/10000][0/13] Loss_D: 0.0006 Loss_G: 26.7768 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [4165/10000][0/13] Loss_D: 0.0097 Loss_G: 22.3971 D(x): 1.0000 D(G(z)): 0.0094 / 0.0023 [4166/10000][0/13] Loss_D: 0.0012 Loss_G: 18.0819 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [4167/10000][0/13] Loss_D: 0.0043 Loss_G: 12.3875 D(x): 0.9999 D(G(z)): 0.0042 / 0.0026 [4168/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6748 D(x): 0.9999 D(G(z)): 0.0007 / 0.0004 [4169/10000][0/13] Loss_D: 0.0086 Loss_G: 7.7155 D(x): 0.9932 D(G(z)): 0.0014 / 0.0008 [4170/10000][0/13] Loss_D: 0.0031 Loss_G: 8.2167 D(x): 0.9982 D(G(z)): 0.0013 / 0.0006 [4171/10000][0/13] Loss_D: 0.0081 Loss_G: 8.2441 D(x): 0.9945 D(G(z)): 0.0025 / 0.0009 [4172/10000][0/13] Loss_D: 0.0029 Loss_G: 6.9162 D(x): 0.9993 D(G(z)): 0.0022 / 0.0015 [4173/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9675 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [4174/10000][0/13] Loss_D: 0.0010 Loss_G: 7.9938 D(x): 0.9997 D(G(z)): 0.0007 / 0.0006 [4175/10000][0/13] Loss_D: 0.0138 Loss_G: 8.8341 D(x): 0.9983 D(G(z)): 0.0116 / 0.0011 [4176/10000][0/13] Loss_D: 0.0015 Loss_G: 8.7173 D(x): 0.9998 D(G(z)): 0.0014 / 0.0011 [4177/10000][0/13] Loss_D: 0.0530 Loss_G: 6.6451 D(x): 0.9664 D(G(z)): 0.0031 / 0.0320 [4178/10000][0/13] Loss_D: 0.0204 Loss_G: 8.9320 D(x): 0.9805 D(G(z)): 0.0004 / 0.0007 [4179/10000][0/13] Loss_D: 0.0008 Loss_G: 8.4413 D(x): 0.9997 D(G(z)): 0.0005 / 0.0005 [4180/10000][0/13] Loss_D: 0.0013 Loss_G: 7.5791 D(x): 1.0000 D(G(z)): 0.0013 / 0.0012 [4181/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8679 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [4182/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6099 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [4183/10000][0/13] Loss_D: 0.0029 Loss_G: 7.2552 D(x): 0.9995 D(G(z)): 0.0024 / 0.0020 [4184/10000][0/13] Loss_D: 0.0012 Loss_G: 8.0350 D(x): 0.9999 D(G(z)): 0.0010 / 0.0008 [4185/10000][0/13] Loss_D: 0.0047 Loss_G: 6.4851 D(x): 1.0000 D(G(z)): 0.0046 / 0.0035 [4186/10000][0/13] Loss_D: 0.0088 Loss_G: 6.3401 D(x): 0.9945 D(G(z)): 0.0033 / 0.0027 [4187/10000][0/13] Loss_D: 0.0030 Loss_G: 6.7702 D(x): 0.9996 D(G(z)): 0.0026 / 0.0017 [4188/10000][0/13] Loss_D: 0.0022 Loss_G: 6.5431 D(x): 0.9998 D(G(z)): 0.0020 / 0.0020 [4189/10000][0/13] Loss_D: 0.7655 Loss_G: 16.0571 D(x): 0.9999 D(G(z)): 0.1730 / 0.0006 [4190/10000][0/13] Loss_D: 0.0008 Loss_G: 14.7218 D(x): 0.9997 D(G(z)): 0.0005 / 0.0005 [4191/10000][0/13] Loss_D: 0.0177 Loss_G: 14.5226 D(x): 1.0000 D(G(z)): 0.0174 / 0.0029 [4192/10000][0/13] Loss_D: 0.0010 Loss_G: 16.0252 D(x): 0.9993 D(G(z)): 0.0002 / 0.0002 [4193/10000][0/13] Loss_D: 0.0053 Loss_G: 14.3094 D(x): 0.9949 D(G(z)): 0.0001 / 0.0001 [4194/10000][0/13] Loss_D: 0.0015 Loss_G: 18.6074 D(x): 1.0000 D(G(z)): 0.0015 / 0.0010 [4195/10000][0/13] Loss_D: 0.0004 Loss_G: 17.5587 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [4196/10000][0/13] Loss_D: 0.0023 Loss_G: 17.0487 D(x): 0.9997 D(G(z)): 0.0020 / 0.0015 [4197/10000][0/13] Loss_D: 0.0026 Loss_G: 19.8862 D(x): 0.9986 D(G(z)): 0.0012 / 0.0006 [4198/10000][0/13] Loss_D: 0.0072 Loss_G: 26.8599 D(x): 0.9999 D(G(z)): 0.0068 / 0.0017 [4199/10000][0/13] Loss_D: 0.0054 Loss_G: 23.2152 D(x): 0.9976 D(G(z)): 0.0030 / 0.0019 [4200/10000][0/13] Loss_D: 0.0498 Loss_G: 20.8173 D(x): 0.9999 D(G(z)): 0.0285 / 0.0011 [4201/10000][0/13] Loss_D: 0.0002 Loss_G: 19.5541 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [4202/10000][0/13] Loss_D: 0.0008 Loss_G: 15.3866 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [4203/10000][0/13] Loss_D: 0.0026 Loss_G: 21.7857 D(x): 0.9975 D(G(z)): 0.0000 / 0.0000 [4204/10000][0/13] Loss_D: 0.0019 Loss_G: 12.9363 D(x): 1.0000 D(G(z)): 0.0019 / 0.0013 [4205/10000][0/13] Loss_D: 0.0032 Loss_G: 7.4042 D(x): 0.9999 D(G(z)): 0.0031 / 0.0012 [4206/10000][0/13] Loss_D: 0.0021 Loss_G: 6.7858 D(x): 1.0000 D(G(z)): 0.0021 / 0.0015 [4207/10000][0/13] Loss_D: 0.0032 Loss_G: 7.0474 D(x): 0.9988 D(G(z)): 0.0020 / 0.0017 [4208/10000][0/13] Loss_D: 0.0009 Loss_G: 8.3447 D(x): 0.9999 D(G(z)): 0.0009 / 0.0006 [4209/10000][0/13] Loss_D: 0.0007 Loss_G: 7.6463 D(x): 0.9999 D(G(z)): 0.0007 / 0.0008 [4210/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4064 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [4211/10000][0/13] Loss_D: 0.0062 Loss_G: 5.9085 D(x): 0.9994 D(G(z)): 0.0056 / 0.0042 [4212/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4820 D(x): 0.9997 D(G(z)): 0.0002 / 0.0001 [4213/10000][0/13] Loss_D: 0.0385 Loss_G: 6.4197 D(x): 0.9654 D(G(z)): 0.0009 / 0.0024 [4214/10000][0/13] Loss_D: 0.0038 Loss_G: 7.1043 D(x): 0.9984 D(G(z)): 0.0022 / 0.0020 [4215/10000][0/13] Loss_D: 0.0014 Loss_G: 7.4562 D(x): 0.9999 D(G(z)): 0.0013 / 0.0010 [4216/10000][0/13] Loss_D: 0.0142 Loss_G: 30.5062 D(x): 0.9867 D(G(z)): 0.0001 / 0.0000 [4217/10000][0/13] Loss_D: 0.3806 Loss_G: 32.1040 D(x): 0.9684 D(G(z)): 0.0023 / 0.0036 [4218/10000][0/13] Loss_D: 2.4569 Loss_G: 18.8451 D(x): 0.9687 D(G(z)): 0.0156 / 0.0007 [4219/10000][0/13] Loss_D: 0.0036 Loss_G: 7.8044 D(x): 1.0000 D(G(z)): 0.0035 / 0.0016 [4220/10000][0/13] Loss_D: 0.2354 Loss_G: 15.4453 D(x): 1.0000 D(G(z)): 0.1867 / 0.0000 [4221/10000][0/13] Loss_D: 0.0139 Loss_G: 9.7587 D(x): 0.9999 D(G(z)): 0.0128 / 0.0005 [4222/10000][0/13] Loss_D: 0.0025 Loss_G: 7.7634 D(x): 0.9997 D(G(z)): 0.0022 / 0.0013 [4223/10000][0/13] Loss_D: 2.2706 Loss_G: 7.7378 D(x): 0.9685 D(G(z)): 0.0016 / 0.0009 [4224/10000][0/13] Loss_D: 0.0014 Loss_G: 8.3793 D(x): 1.0000 D(G(z)): 0.0014 / 0.0009 [4225/10000][0/13] Loss_D: 0.0021 Loss_G: 6.8317 D(x): 1.0000 D(G(z)): 0.0021 / 0.0024 [4226/10000][0/13] Loss_D: 1.8515 Loss_G: 5.7656 D(x): 0.9687 D(G(z)): 0.0378 / 0.0051 [4227/10000][0/13] Loss_D: 0.0006 Loss_G: 7.7750 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [4228/10000][0/13] Loss_D: 0.0025 Loss_G: 9.3253 D(x): 1.0000 D(G(z)): 0.0024 / 0.0024 [4229/10000][0/13] Loss_D: 0.0001 Loss_G: 10.8832 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [4230/10000][0/13] Loss_D: 0.0026 Loss_G: 6.9232 D(x): 1.0000 D(G(z)): 0.0025 / 0.0016 [4231/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7307 D(x): 0.9995 D(G(z)): 0.0003 / 0.0003 [4232/10000][0/13] Loss_D: 0.0018 Loss_G: 7.1107 D(x): 1.0000 D(G(z)): 0.0017 / 0.0014 [4233/10000][0/13] Loss_D: 0.0152 Loss_G: 5.9269 D(x): 0.9985 D(G(z)): 0.0135 / 0.0042 [4234/10000][0/13] Loss_D: 0.0015 Loss_G: 7.2314 D(x): 1.0000 D(G(z)): 0.0015 / 0.0013 [4235/10000][0/13] Loss_D: 0.0065 Loss_G: 6.4667 D(x): 0.9963 D(G(z)): 0.0027 / 0.0025 [4236/10000][0/13] Loss_D: 0.0014 Loss_G: 7.2649 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [4237/10000][0/13] Loss_D: 0.0225 Loss_G: 5.9963 D(x): 1.0000 D(G(z)): 0.0220 / 0.0066 [4238/10000][0/13] Loss_D: 0.0010 Loss_G: 7.8086 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [4239/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8455 D(x): 0.9997 D(G(z)): 0.0009 / 0.0008 [4240/10000][0/13] Loss_D: 2.1752 Loss_G: 8.3158 D(x): 0.9676 D(G(z)): 0.0005 / 0.0005 [4241/10000][0/13] Loss_D: 0.0050 Loss_G: 8.0434 D(x): 0.9963 D(G(z)): 0.0013 / 0.0010 [4242/10000][0/13] Loss_D: 0.0023 Loss_G: 7.2523 D(x): 1.0000 D(G(z)): 0.0022 / 0.0014 [4243/10000][0/13] Loss_D: 3.3338 Loss_G: 8.3282 D(x): 0.9374 D(G(z)): 0.0005 / 0.0004 [4244/10000][0/13] Loss_D: 0.0030 Loss_G: 6.7931 D(x): 0.9995 D(G(z)): 0.0025 / 0.0016 [4245/10000][0/13] Loss_D: 0.0021 Loss_G: 18.4934 D(x): 0.9992 D(G(z)): 0.0013 / 0.0004 [4246/10000][0/13] Loss_D: 0.0002 Loss_G: 17.1380 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [4247/10000][0/13] Loss_D: 0.0012 Loss_G: 16.2528 D(x): 0.9993 D(G(z)): 0.0005 / 0.0005 [4248/10000][0/13] Loss_D: 0.0005 Loss_G: 18.7909 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [4249/10000][0/13] Loss_D: 0.0034 Loss_G: 15.3776 D(x): 0.9998 D(G(z)): 0.0032 / 0.0023 [4250/10000][0/13] Loss_D: 0.0061 Loss_G: 14.9152 D(x): 0.9949 D(G(z)): 0.0005 / 0.0007 [4251/10000][0/13] Loss_D: 0.0040 Loss_G: 17.2670 D(x): 0.9969 D(G(z)): 0.0008 / 0.0006 [4252/10000][0/13] Loss_D: 2.1178 Loss_G: 14.1752 D(x): 0.9640 D(G(z)): 0.0023 / 0.0006 [4253/10000][0/13] Loss_D: 0.0054 Loss_G: 13.4245 D(x): 1.0000 D(G(z)): 0.0052 / 0.0009 [4254/10000][0/13] Loss_D: 0.0015 Loss_G: 8.5414 D(x): 0.9996 D(G(z)): 0.0010 / 0.0007 [4255/10000][0/13] Loss_D: 0.0034 Loss_G: 7.5391 D(x): 0.9998 D(G(z)): 0.0032 / 0.0013 [4256/10000][0/13] Loss_D: 0.0028 Loss_G: 7.4026 D(x): 0.9986 D(G(z)): 0.0013 / 0.0011 [4257/10000][0/13] Loss_D: 2.4385 Loss_G: 26.9435 D(x): 0.4227 D(G(z)): 0.0001 / 0.6889 [4258/10000][0/13] Loss_D: 0.4809 Loss_G: 29.7962 D(x): 1.0000 D(G(z)): 0.1934 / 0.0000 [4259/10000][0/13] Loss_D: 0.0011 Loss_G: 25.5919 D(x): 1.0000 D(G(z)): 0.0010 / 0.0006 [4260/10000][0/13] Loss_D: 1.2168 Loss_G: 23.8355 D(x): 0.9685 D(G(z)): 0.0008 / 0.0004 [4261/10000][0/13] Loss_D: 0.0042 Loss_G: 27.2632 D(x): 0.9996 D(G(z)): 0.0038 / 0.0019 [4262/10000][0/13] Loss_D: 0.0002 Loss_G: 22.4525 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [4263/10000][0/13] Loss_D: 1.5316 Loss_G: 16.2755 D(x): 0.9662 D(G(z)): 0.0021 / 0.0021 [4264/10000][0/13] Loss_D: 0.0018 Loss_G: 14.2668 D(x): 0.9999 D(G(z)): 0.0017 / 0.0014 [4265/10000][0/13] Loss_D: 0.0051 Loss_G: 13.4846 D(x): 0.9999 D(G(z)): 0.0049 / 0.0028 [4266/10000][0/13] Loss_D: 0.0035 Loss_G: 13.6962 D(x): 0.9973 D(G(z)): 0.0008 / 0.0007 [4267/10000][0/13] Loss_D: 0.0019 Loss_G: 10.5830 D(x): 1.0000 D(G(z)): 0.0019 / 0.0014 [4268/10000][0/13] Loss_D: 0.0012 Loss_G: 9.9659 D(x): 0.9999 D(G(z)): 0.0011 / 0.0007 [4269/10000][0/13] Loss_D: 1.4877 Loss_G: 8.2469 D(x): 0.9687 D(G(z)): 0.0019 / 0.0014 [4270/10000][0/13] Loss_D: 0.0024 Loss_G: 8.6032 D(x): 0.9982 D(G(z)): 0.0006 / 0.0005 [4271/10000][0/13] Loss_D: 0.0004 Loss_G: 9.8430 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [4272/10000][0/13] Loss_D: 0.0006 Loss_G: 9.1614 D(x): 0.9999 D(G(z)): 0.0005 / 0.0006 [4273/10000][0/13] Loss_D: 1.6058 Loss_G: 6.8048 D(x): 0.9684 D(G(z)): 0.0023 / 0.0016 [4274/10000][0/13] Loss_D: 0.0027 Loss_G: 7.6511 D(x): 0.9999 D(G(z)): 0.0026 / 0.0017 [4275/10000][0/13] Loss_D: 1.8472 Loss_G: 6.9054 D(x): 0.9321 D(G(z)): 0.0020 / 0.0249 [4276/10000][0/13] Loss_D: 0.0986 Loss_G: 8.2395 D(x): 0.9996 D(G(z)): 0.0497 / 0.0009 [4277/10000][0/13] Loss_D: 0.1517 Loss_G: 17.5325 D(x): 0.9554 D(G(z)): 0.0002 / 0.0024 [4278/10000][0/13] Loss_D: 0.0037 Loss_G: 20.3101 D(x): 1.0000 D(G(z)): 0.0036 / 0.0023 [4279/10000][0/13] Loss_D: 0.0021 Loss_G: 9.9733 D(x): 0.9995 D(G(z)): 0.0016 / 0.0014 [4280/10000][0/13] Loss_D: 0.0617 Loss_G: 8.0728 D(x): 0.9627 D(G(z)): 0.0014 / 0.0082 [4281/10000][0/13] Loss_D: 0.0019 Loss_G: 8.3046 D(x): 0.9988 D(G(z)): 0.0007 / 0.0005 [4282/10000][0/13] Loss_D: 0.0047 Loss_G: 10.9892 D(x): 0.9972 D(G(z)): 0.0018 / 0.0015 [4283/10000][0/13] Loss_D: 0.0192 Loss_G: 8.0663 D(x): 0.9965 D(G(z)): 0.0149 / 0.0006 [4284/10000][0/13] Loss_D: 1.5737 Loss_G: 6.3533 D(x): 0.9669 D(G(z)): 0.0030 / 0.0026 [4285/10000][0/13] Loss_D: 0.0020 Loss_G: 7.1472 D(x): 0.9998 D(G(z)): 0.0018 / 0.0013 [4286/10000][0/13] Loss_D: 0.0013 Loss_G: 7.2365 D(x): 0.9997 D(G(z)): 0.0010 / 0.0009 [4287/10000][0/13] Loss_D: 1.5368 Loss_G: 6.2952 D(x): 0.9671 D(G(z)): 0.0042 / 0.0025 [4288/10000][0/13] Loss_D: 0.0011 Loss_G: 7.4519 D(x): 0.9999 D(G(z)): 0.0011 / 0.0009 [4289/10000][0/13] Loss_D: 0.0022 Loss_G: 13.5649 D(x): 0.9981 D(G(z)): 0.0003 / 0.0002 [4290/10000][0/13] Loss_D: 0.0002 Loss_G: 10.8634 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [4291/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7173 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [4292/10000][0/13] Loss_D: 0.0012 Loss_G: 7.5698 D(x): 0.9998 D(G(z)): 0.0010 / 0.0008 [4293/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9456 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [4294/10000][0/13] Loss_D: 0.3732 Loss_G: 28.9623 D(x): 0.9686 D(G(z)): 0.0674 / 0.0000 [4295/10000][0/13] Loss_D: 0.0002 Loss_G: 18.8898 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [4296/10000][0/13] Loss_D: 0.0000 Loss_G: 15.6808 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4297/10000][0/13] Loss_D: 0.0003 Loss_G: 15.0510 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [4298/10000][0/13] Loss_D: 0.0039 Loss_G: 11.8425 D(x): 0.9996 D(G(z)): 0.0035 / 0.0023 [4299/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9089 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [4300/10000][0/13] Loss_D: 0.0023 Loss_G: 6.6279 D(x): 1.0000 D(G(z)): 0.0023 / 0.0018 [4301/10000][0/13] Loss_D: 0.0032 Loss_G: 7.1819 D(x): 0.9998 D(G(z)): 0.0029 / 0.0016 [4302/10000][0/13] Loss_D: 0.0018 Loss_G: 7.2075 D(x): 0.9998 D(G(z)): 0.0016 / 0.0012 [4303/10000][0/13] Loss_D: 0.0195 Loss_G: 5.1263 D(x): 1.0000 D(G(z)): 0.0190 / 0.0101 [4304/10000][0/13] Loss_D: 0.0013 Loss_G: 9.9280 D(x): 0.9996 D(G(z)): 0.0009 / 0.0007 [4305/10000][0/13] Loss_D: 0.0039 Loss_G: 8.0729 D(x): 0.9994 D(G(z)): 0.0033 / 0.0015 [4306/10000][0/13] Loss_D: 0.0160 Loss_G: 6.3960 D(x): 1.0000 D(G(z)): 0.0154 / 0.0026 [4307/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5049 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [4308/10000][0/13] Loss_D: 0.0023 Loss_G: 7.2457 D(x): 0.9992 D(G(z)): 0.0015 / 0.0012 [4309/10000][0/13] Loss_D: 0.0019 Loss_G: 7.0763 D(x): 0.9999 D(G(z)): 0.0019 / 0.0014 [4310/10000][0/13] Loss_D: 0.0009 Loss_G: 8.1184 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [4311/10000][0/13] Loss_D: 0.0021 Loss_G: 7.2433 D(x): 0.9994 D(G(z)): 0.0015 / 0.0012 [4312/10000][0/13] Loss_D: 0.0233 Loss_G: 6.1034 D(x): 0.9997 D(G(z)): 0.0213 / 0.0043 [4313/10000][0/13] Loss_D: 0.0100 Loss_G: 7.5250 D(x): 0.9993 D(G(z)): 0.0090 / 0.0011 [4314/10000][0/13] Loss_D: 0.0019 Loss_G: 7.2797 D(x): 0.9994 D(G(z)): 0.0014 / 0.0011 [4315/10000][0/13] Loss_D: 0.0038 Loss_G: 6.5417 D(x): 0.9998 D(G(z)): 0.0036 / 0.0022 [4316/10000][0/13] Loss_D: 0.1716 Loss_G: 7.7688 D(x): 0.9684 D(G(z)): 0.0015 / 0.0012 [4317/10000][0/13] Loss_D: 0.0017 Loss_G: 7.2523 D(x): 1.0000 D(G(z)): 0.0017 / 0.0014 [4318/10000][0/13] Loss_D: 0.0029 Loss_G: 7.9480 D(x): 0.9982 D(G(z)): 0.0011 / 0.0009 [4319/10000][0/13] Loss_D: 0.0007 Loss_G: 8.5086 D(x): 0.9996 D(G(z)): 0.0003 / 0.0003 [4320/10000][0/13] Loss_D: 0.0017 Loss_G: 7.6654 D(x): 0.9996 D(G(z)): 0.0012 / 0.0010 [4321/10000][0/13] Loss_D: 0.0061 Loss_G: 8.2431 D(x): 0.9949 D(G(z)): 0.0007 / 0.0008 [4322/10000][0/13] Loss_D: 0.2228 Loss_G: 9.2726 D(x): 1.0000 D(G(z)): 0.0981 / 0.0015 [4323/10000][0/13] Loss_D: 0.0115 Loss_G: 9.9745 D(x): 1.0000 D(G(z)): 0.0113 / 0.0010 [4324/10000][0/13] Loss_D: 0.0013 Loss_G: 8.1767 D(x): 1.0000 D(G(z)): 0.0013 / 0.0013 [4325/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4690 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [4326/10000][0/13] Loss_D: 0.0092 Loss_G: 8.5817 D(x): 0.9923 D(G(z)): 0.0004 / 0.0009 [4327/10000][0/13] Loss_D: 0.0004 Loss_G: 10.0693 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [4328/10000][0/13] Loss_D: 0.0008 Loss_G: 8.3333 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [4329/10000][0/13] Loss_D: 0.1034 Loss_G: 10.6874 D(x): 1.0000 D(G(z)): 0.0912 / 0.0014 [4330/10000][0/13] Loss_D: 0.0074 Loss_G: 15.7577 D(x): 0.9999 D(G(z)): 0.0071 / 0.0028 [4331/10000][0/13] Loss_D: 0.0401 Loss_G: 16.4184 D(x): 1.0000 D(G(z)): 0.0375 / 0.0007 [4332/10000][0/13] Loss_D: 0.0021 Loss_G: 19.5329 D(x): 1.0000 D(G(z)): 0.0021 / 0.0009 [4333/10000][0/13] Loss_D: 0.0031 Loss_G: 16.0512 D(x): 1.0000 D(G(z)): 0.0030 / 0.0015 [4334/10000][0/13] Loss_D: 0.0020 Loss_G: 10.6668 D(x): 0.9995 D(G(z)): 0.0014 / 0.0012 [4335/10000][0/13] Loss_D: 0.0001 Loss_G: 13.0498 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4336/10000][0/13] Loss_D: 0.0032 Loss_G: 18.4891 D(x): 0.9998 D(G(z)): 0.0030 / 0.0002 [4337/10000][0/13] Loss_D: 0.0028 Loss_G: 12.3402 D(x): 0.9999 D(G(z)): 0.0027 / 0.0020 [4338/10000][0/13] Loss_D: 0.0008 Loss_G: 10.9075 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [4339/10000][0/13] Loss_D: 0.0014 Loss_G: 10.6095 D(x): 0.9993 D(G(z)): 0.0007 / 0.0011 [4340/10000][0/13] Loss_D: 0.0031 Loss_G: 8.6388 D(x): 1.0000 D(G(z)): 0.0031 / 0.0007 [4341/10000][0/13] Loss_D: 0.0011 Loss_G: 8.1249 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [4342/10000][0/13] Loss_D: 0.0033 Loss_G: 6.7948 D(x): 1.0000 D(G(z)): 0.0033 / 0.0019 [4343/10000][0/13] Loss_D: 0.0107 Loss_G: 8.2783 D(x): 0.9899 D(G(z)): 0.0005 / 0.0007 [4344/10000][0/13] Loss_D: 0.0008 Loss_G: 7.7946 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [4345/10000][0/13] Loss_D: 0.0051 Loss_G: 7.1020 D(x): 1.0000 D(G(z)): 0.0050 / 0.0074 [4346/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5434 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [4347/10000][0/13] Loss_D: 0.0041 Loss_G: 7.6739 D(x): 0.9969 D(G(z)): 0.0008 / 0.0009 [4348/10000][0/13] Loss_D: 0.0003 Loss_G: 10.1493 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [4349/10000][0/13] Loss_D: 0.0044 Loss_G: 7.7055 D(x): 0.9963 D(G(z)): 0.0007 / 0.0007 [4350/10000][0/13] Loss_D: 0.0023 Loss_G: 7.3593 D(x): 0.9996 D(G(z)): 0.0018 / 0.0012 [4351/10000][0/13] Loss_D: 0.5298 Loss_G: 13.4957 D(x): 0.9683 D(G(z)): 0.0076 / 0.0029 [4352/10000][0/13] Loss_D: 0.0014 Loss_G: 12.6901 D(x): 0.9987 D(G(z)): 0.0000 / 0.0000 [4353/10000][0/13] Loss_D: 0.0002 Loss_G: 11.3347 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [4354/10000][0/13] Loss_D: 0.0006 Loss_G: 17.6190 D(x): 0.9999 D(G(z)): 0.0005 / 0.0001 [4355/10000][0/13] Loss_D: 0.0003 Loss_G: 28.6158 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [4356/10000][0/13] Loss_D: 0.0073 Loss_G: 25.0827 D(x): 0.9993 D(G(z)): 0.0064 / 0.0022 [4357/10000][0/13] Loss_D: 0.0008 Loss_G: 22.3870 D(x): 0.9993 D(G(z)): 0.0001 / 0.0002 [4358/10000][0/13] Loss_D: 0.0007 Loss_G: 18.7338 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [4359/10000][0/13] Loss_D: 0.0110 Loss_G: 19.4893 D(x): 0.9904 D(G(z)): 0.0008 / 0.0008 [4360/10000][0/13] Loss_D: 0.0010 Loss_G: 14.0651 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [4361/10000][0/13] Loss_D: 0.0003 Loss_G: 14.1264 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [4362/10000][0/13] Loss_D: 0.0009 Loss_G: 10.2804 D(x): 0.9996 D(G(z)): 0.0005 / 0.0006 [4363/10000][0/13] Loss_D: 0.0010 Loss_G: 8.5983 D(x): 1.0000 D(G(z)): 0.0010 / 0.0012 [4364/10000][0/13] Loss_D: 0.0007 Loss_G: 9.1381 D(x): 0.9994 D(G(z)): 0.0002 / 0.0002 [4365/10000][0/13] Loss_D: 0.0020 Loss_G: 7.3933 D(x): 1.0000 D(G(z)): 0.0020 / 0.0012 [4366/10000][0/13] Loss_D: 0.0023 Loss_G: 7.0851 D(x): 0.9999 D(G(z)): 0.0022 / 0.0017 [4367/10000][0/13] Loss_D: 0.0018 Loss_G: 9.2639 D(x): 0.9984 D(G(z)): 0.0002 / 0.0002 [4368/10000][0/13] Loss_D: 0.0017 Loss_G: 7.4115 D(x): 0.9999 D(G(z)): 0.0016 / 0.0012 [4369/10000][0/13] Loss_D: 0.0097 Loss_G: 19.5033 D(x): 0.9915 D(G(z)): 0.0011 / 0.0013 [4370/10000][0/13] Loss_D: 0.0000 Loss_G: 15.7187 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4371/10000][0/13] Loss_D: 0.0002 Loss_G: 12.0634 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [4372/10000][0/13] Loss_D: 0.0017 Loss_G: 8.0074 D(x): 0.9996 D(G(z)): 0.0013 / 0.0010 [4373/10000][0/13] Loss_D: 0.0117 Loss_G: 7.9458 D(x): 0.9892 D(G(z)): 0.0007 / 0.0008 [4374/10000][0/13] Loss_D: 0.0005 Loss_G: 10.6872 D(x): 1.0000 D(G(z)): 0.0005 / 0.0002 [4375/10000][0/13] Loss_D: 0.0022 Loss_G: 9.3015 D(x): 1.0000 D(G(z)): 0.0022 / 0.0011 [4376/10000][0/13] Loss_D: 0.0034 Loss_G: 7.1683 D(x): 0.9999 D(G(z)): 0.0033 / 0.0017 [4377/10000][0/13] Loss_D: 0.0015 Loss_G: 7.6998 D(x): 1.0000 D(G(z)): 0.0014 / 0.0009 [4378/10000][0/13] Loss_D: 0.0013 Loss_G: 7.9060 D(x): 0.9999 D(G(z)): 0.0013 / 0.0010 [4379/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7793 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [4380/10000][0/13] Loss_D: 0.0116 Loss_G: 9.0458 D(x): 0.9888 D(G(z)): 0.0002 / 0.0003 [4381/10000][0/13] Loss_D: 0.0015 Loss_G: 7.0807 D(x): 1.0000 D(G(z)): 0.0015 / 0.0014 [4382/10000][0/13] Loss_D: 0.0018 Loss_G: 7.3241 D(x): 1.0000 D(G(z)): 0.0018 / 0.0015 [4383/10000][0/13] Loss_D: 0.0013 Loss_G: 9.7846 D(x): 0.9998 D(G(z)): 0.0011 / 0.0016 [4384/10000][0/13] Loss_D: 0.0697 Loss_G: 18.4547 D(x): 0.9975 D(G(z)): 0.0343 / 0.0007 [4385/10000][0/13] Loss_D: 0.0002 Loss_G: 13.9513 D(x): 1.0000 D(G(z)): 0.0002 / 0.0003 [4386/10000][0/13] Loss_D: 1.2237 Loss_G: 11.3722 D(x): 0.9686 D(G(z)): 0.0027 / 0.0017 [4387/10000][0/13] Loss_D: 0.0009 Loss_G: 11.6325 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [4388/10000][0/13] Loss_D: 0.0005 Loss_G: 11.3991 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [4389/10000][0/13] Loss_D: 0.0002 Loss_G: 10.8478 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [4390/10000][0/13] Loss_D: 0.0039 Loss_G: 10.6442 D(x): 0.9963 D(G(z)): 0.0001 / 0.0001 [4391/10000][0/13] Loss_D: 0.0007 Loss_G: 8.7915 D(x): 1.0000 D(G(z)): 0.0006 / 0.0008 [4392/10000][0/13] Loss_D: 0.0011 Loss_G: 8.4096 D(x): 0.9999 D(G(z)): 0.0010 / 0.0010 [4393/10000][0/13] Loss_D: 2.4528 Loss_G: 43.5233 D(x): 0.9360 D(G(z)): 0.0011 / 0.0005 [4394/10000][0/13] Loss_D: 0.0195 Loss_G: 33.9252 D(x): 1.0000 D(G(z)): 0.0187 / 0.0012 [4395/10000][0/13] Loss_D: 0.0011 Loss_G: 26.6628 D(x): 1.0000 D(G(z)): 0.0010 / 0.0006 [4396/10000][0/13] Loss_D: 1.4003 Loss_G: 22.2686 D(x): 0.9687 D(G(z)): 0.0004 / 0.0003 [4397/10000][0/13] Loss_D: 1.2565 Loss_G: 13.8328 D(x): 0.9686 D(G(z)): 0.0007 / 0.0003 [4398/10000][0/13] Loss_D: 0.0019 Loss_G: 8.2505 D(x): 1.0000 D(G(z)): 0.0019 / 0.0011 [4399/10000][0/13] Loss_D: 1.5802 Loss_G: 19.8645 D(x): 0.9553 D(G(z)): 0.0708 / 0.0000 [4400/10000][0/13] Loss_D: 0.0047 Loss_G: 24.7176 D(x): 0.9957 D(G(z)): 0.0001 / 0.0001 [4401/10000][0/13] Loss_D: 0.9011 Loss_G: 19.7313 D(x): 0.9687 D(G(z)): 0.0009 / 0.0008 [4402/10000][0/13] Loss_D: 0.0070 Loss_G: 12.0558 D(x): 1.0000 D(G(z)): 0.0069 / 0.0018 [4403/10000][0/13] Loss_D: 0.0010 Loss_G: 10.7809 D(x): 0.9999 D(G(z)): 0.0009 / 0.0006 [4404/10000][0/13] Loss_D: 0.0042 Loss_G: 8.0029 D(x): 0.9997 D(G(z)): 0.0039 / 0.0012 [4405/10000][0/13] Loss_D: 0.8707 Loss_G: 42.2390 D(x): 1.0000 D(G(z)): 0.4601 / 0.0000 [4406/10000][0/13] Loss_D: 0.0002 Loss_G: 44.4894 D(x): 0.9998 D(G(z)): 0.0001 / 0.0000 [4407/10000][0/13] Loss_D: 0.5744 Loss_G: 48.7625 D(x): 1.0000 D(G(z)): 0.1732 / 0.0000 [4408/10000][0/13] Loss_D: 0.0000 Loss_G: 45.8546 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4409/10000][0/13] Loss_D: 0.0000 Loss_G: 36.8304 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4410/10000][0/13] Loss_D: 0.0002 Loss_G: 20.6021 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [4411/10000][0/13] Loss_D: 0.0056 Loss_G: 8.0844 D(x): 0.9999 D(G(z)): 0.0055 / 0.0016 [4412/10000][0/13] Loss_D: 0.0073 Loss_G: 7.2479 D(x): 0.9951 D(G(z)): 0.0021 / 0.0015 [4413/10000][0/13] Loss_D: 0.0045 Loss_G: 17.4882 D(x): 0.9958 D(G(z)): 0.0000 / 0.0000 [4414/10000][0/13] Loss_D: 0.0050 Loss_G: 11.9035 D(x): 0.9961 D(G(z)): 0.0009 / 0.0013 [4415/10000][0/13] Loss_D: 0.0075 Loss_G: 10.5018 D(x): 0.9945 D(G(z)): 0.0018 / 0.0013 [4416/10000][0/13] Loss_D: 1.0071 Loss_G: 24.3790 D(x): 0.8903 D(G(z)): 0.0001 / 0.0018 [4417/10000][0/13] Loss_D: 0.0082 Loss_G: 19.3687 D(x): 1.0000 D(G(z)): 0.0081 / 0.0018 [4418/10000][0/13] Loss_D: 0.0022 Loss_G: 21.5359 D(x): 0.9992 D(G(z)): 0.0015 / 0.0011 [4419/10000][0/13] Loss_D: 0.0053 Loss_G: 26.4784 D(x): 0.9948 D(G(z)): 0.0000 / 0.0000 [4420/10000][0/13] Loss_D: 0.0003 Loss_G: 16.1094 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [4421/10000][0/13] Loss_D: 0.0037 Loss_G: 13.5033 D(x): 0.9988 D(G(z)): 0.0024 / 0.0010 [4422/10000][0/13] Loss_D: 0.0009 Loss_G: 12.3449 D(x): 1.0000 D(G(z)): 0.0009 / 0.0009 [4423/10000][0/13] Loss_D: 0.0250 Loss_G: 17.1406 D(x): 0.9824 D(G(z)): 0.0000 / 0.0000 [4424/10000][0/13] Loss_D: 0.0051 Loss_G: 9.2222 D(x): 0.9956 D(G(z)): 0.0007 / 0.0007 [4425/10000][0/13] Loss_D: 0.0064 Loss_G: 6.2728 D(x): 0.9998 D(G(z)): 0.0062 / 0.0033 [4426/10000][0/13] Loss_D: 0.0020 Loss_G: 7.6279 D(x): 0.9991 D(G(z)): 0.0012 / 0.0008 [4427/10000][0/13] Loss_D: 0.0009 Loss_G: 8.6560 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [4428/10000][0/13] Loss_D: 0.0013 Loss_G: 7.7377 D(x): 0.9997 D(G(z)): 0.0009 / 0.0007 [4429/10000][0/13] Loss_D: 0.0016 Loss_G: 7.7443 D(x): 0.9998 D(G(z)): 0.0014 / 0.0017 [4430/10000][0/13] Loss_D: 0.0044 Loss_G: 6.6792 D(x): 0.9996 D(G(z)): 0.0040 / 0.0021 [4431/10000][0/13] Loss_D: 0.0017 Loss_G: 7.3369 D(x): 0.9993 D(G(z)): 0.0010 / 0.0009 [4432/10000][0/13] Loss_D: 0.0017 Loss_G: 7.9834 D(x): 0.9991 D(G(z)): 0.0008 / 0.0007 [4433/10000][0/13] Loss_D: 0.0004 Loss_G: 10.2614 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [4434/10000][0/13] Loss_D: 0.0002 Loss_G: 16.0213 D(x): 0.9999 D(G(z)): 0.0001 / 0.0000 [4435/10000][0/13] Loss_D: 0.0005 Loss_G: 10.0053 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [4436/10000][0/13] Loss_D: 0.0020 Loss_G: 7.3446 D(x): 0.9997 D(G(z)): 0.0017 / 0.0013 [4437/10000][0/13] Loss_D: 0.0018 Loss_G: 7.5492 D(x): 0.9995 D(G(z)): 0.0013 / 0.0010 [4438/10000][0/13] Loss_D: 0.0013 Loss_G: 8.7654 D(x): 0.9992 D(G(z)): 0.0004 / 0.0004 [4439/10000][0/13] Loss_D: 0.0123 Loss_G: 5.9620 D(x): 0.9996 D(G(z)): 0.0117 / 0.0047 [4440/10000][0/13] Loss_D: 0.0028 Loss_G: 7.2398 D(x): 0.9997 D(G(z)): 0.0025 / 0.0016 [4441/10000][0/13] Loss_D: 0.0017 Loss_G: 7.8524 D(x): 0.9998 D(G(z)): 0.0015 / 0.0008 [4442/10000][0/13] Loss_D: 0.0121 Loss_G: 7.0311 D(x): 0.9894 D(G(z)): 0.0014 / 0.0015 [4443/10000][0/13] Loss_D: 0.2435 Loss_G: 38.8426 D(x): 0.9993 D(G(z)): 0.1718 / 0.0000 [4444/10000][0/13] Loss_D: 0.0211 Loss_G: 18.4316 D(x): 0.9984 D(G(z)): 0.0185 / 0.0008 [4445/10000][0/13] Loss_D: 0.0824 Loss_G: 23.0182 D(x): 1.0000 D(G(z)): 0.0634 / 0.0001 [4446/10000][0/13] Loss_D: 0.0003 Loss_G: 21.4701 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [4447/10000][0/13] Loss_D: 0.0090 Loss_G: 14.4656 D(x): 1.0000 D(G(z)): 0.0088 / 0.0027 [4448/10000][0/13] Loss_D: 0.2816 Loss_G: 12.4270 D(x): 1.0000 D(G(z)): 0.1012 / 0.0007 [4449/10000][0/13] Loss_D: 0.0002 Loss_G: 12.2593 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [4450/10000][0/13] Loss_D: 0.0014 Loss_G: 7.9228 D(x): 1.0000 D(G(z)): 0.0014 / 0.0009 [4451/10000][0/13] Loss_D: 0.0140 Loss_G: 7.4186 D(x): 0.9991 D(G(z)): 0.0122 / 0.0015 [4452/10000][0/13] Loss_D: 0.0060 Loss_G: 6.6181 D(x): 0.9996 D(G(z)): 0.0055 / 0.0024 [4453/10000][0/13] Loss_D: 0.0047 Loss_G: 6.5655 D(x): 0.9989 D(G(z)): 0.0036 / 0.0023 [4454/10000][0/13] Loss_D: 0.0124 Loss_G: 12.7152 D(x): 0.9883 D(G(z)): 0.0003 / 0.0002 [4455/10000][0/13] Loss_D: 0.0055 Loss_G: 8.6355 D(x): 0.9954 D(G(z)): 0.0009 / 0.0008 [4456/10000][0/13] Loss_D: 0.1162 Loss_G: 7.8233 D(x): 0.9999 D(G(z)): 0.0470 / 0.0053 [4457/10000][0/13] Loss_D: 0.0018 Loss_G: 8.7284 D(x): 0.9999 D(G(z)): 0.0018 / 0.0010 [4458/10000][0/13] Loss_D: 0.0010 Loss_G: 8.4289 D(x): 0.9995 D(G(z)): 0.0005 / 0.0005 [4459/10000][0/13] Loss_D: 2.3271 Loss_G: 24.6184 D(x): 1.0000 D(G(z)): 0.4044 / 0.0000 [4460/10000][0/13] Loss_D: 0.0275 Loss_G: 28.0100 D(x): 0.9982 D(G(z)): 0.0176 / 0.0016 [4461/10000][0/13] Loss_D: 0.9961 Loss_G: 23.5558 D(x): 0.9681 D(G(z)): 0.0055 / 0.0019 [4462/10000][0/13] Loss_D: 0.0125 Loss_G: 16.6917 D(x): 0.9999 D(G(z)): 0.0122 / 0.0045 [4463/10000][0/13] Loss_D: 0.0122 Loss_G: 14.1162 D(x): 0.9926 D(G(z)): 0.0041 / 0.0027 [4464/10000][0/13] Loss_D: 0.0009 Loss_G: 10.6219 D(x): 0.9997 D(G(z)): 0.0006 / 0.0007 [4465/10000][0/13] Loss_D: 0.0033 Loss_G: 10.6184 D(x): 0.9988 D(G(z)): 0.0021 / 0.0014 [4466/10000][0/13] Loss_D: 0.0025 Loss_G: 9.8368 D(x): 0.9995 D(G(z)): 0.0020 / 0.0016 [4467/10000][0/13] Loss_D: 0.0033 Loss_G: 7.7750 D(x): 0.9999 D(G(z)): 0.0031 / 0.0020 [4468/10000][0/13] Loss_D: 0.0046 Loss_G: 6.4768 D(x): 0.9993 D(G(z)): 0.0038 / 0.0025 [4469/10000][0/13] Loss_D: 0.0027 Loss_G: 6.9904 D(x): 1.0000 D(G(z)): 0.0027 / 0.0053 [4470/10000][0/13] Loss_D: 0.0121 Loss_G: 5.9330 D(x): 0.9998 D(G(z)): 0.0118 / 0.0036 [4471/10000][0/13] Loss_D: 0.0636 Loss_G: 14.9874 D(x): 0.9695 D(G(z)): 0.0147 / 0.0075 [4472/10000][0/13] Loss_D: 0.0024 Loss_G: 6.9228 D(x): 0.9999 D(G(z)): 0.0024 / 0.0016 [4473/10000][0/13] Loss_D: 0.3714 Loss_G: 18.3648 D(x): 0.9447 D(G(z)): 0.0057 / 0.0011 [4474/10000][0/13] Loss_D: 0.0004 Loss_G: 17.3569 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [4475/10000][0/13] Loss_D: 0.0008 Loss_G: 15.7396 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [4476/10000][0/13] Loss_D: 0.0048 Loss_G: 17.1676 D(x): 0.9999 D(G(z)): 0.0047 / 0.0036 [4477/10000][0/13] Loss_D: 0.0041 Loss_G: 14.8617 D(x): 0.9967 D(G(z)): 0.0008 / 0.0007 [4478/10000][0/13] Loss_D: 0.0009 Loss_G: 15.7676 D(x): 1.0000 D(G(z)): 0.0008 / 0.0008 [4479/10000][0/13] Loss_D: 0.0005 Loss_G: 14.1918 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [4480/10000][0/13] Loss_D: 0.0004 Loss_G: 16.0787 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [4481/10000][0/13] Loss_D: 0.0013 Loss_G: 17.0501 D(x): 0.9997 D(G(z)): 0.0009 / 0.0006 [4482/10000][0/13] Loss_D: 0.0032 Loss_G: 23.5867 D(x): 0.9968 D(G(z)): 0.0000 / 0.0000 [4483/10000][0/13] Loss_D: 0.0012 Loss_G: 11.5448 D(x): 0.9993 D(G(z)): 0.0005 / 0.0004 [4484/10000][0/13] Loss_D: 0.0017 Loss_G: 8.0673 D(x): 0.9993 D(G(z)): 0.0011 / 0.0009 [4485/10000][0/13] Loss_D: 0.0031 Loss_G: 8.1044 D(x): 0.9976 D(G(z)): 0.0007 / 0.0007 [4486/10000][0/13] Loss_D: 0.0019 Loss_G: 12.7169 D(x): 0.9982 D(G(z)): 0.0001 / 0.0001 [4487/10000][0/13] Loss_D: 0.0052 Loss_G: 6.5342 D(x): 0.9998 D(G(z)): 0.0049 / 0.0027 [4488/10000][0/13] Loss_D: 0.0022 Loss_G: 7.9283 D(x): 0.9999 D(G(z)): 0.0021 / 0.0010 [4489/10000][0/13] Loss_D: 0.0029 Loss_G: 7.5960 D(x): 1.0000 D(G(z)): 0.0029 / 0.0017 [4490/10000][0/13] Loss_D: 0.0159 Loss_G: 7.0084 D(x): 0.9999 D(G(z)): 0.0153 / 0.0016 [4491/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9546 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [4492/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2610 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [4493/10000][0/13] Loss_D: 0.0035 Loss_G: 7.1116 D(x): 1.0000 D(G(z)): 0.0035 / 0.0048 [4494/10000][0/13] Loss_D: 0.0032 Loss_G: 7.6362 D(x): 0.9988 D(G(z)): 0.0020 / 0.0020 [4495/10000][0/13] Loss_D: 0.0173 Loss_G: 9.3476 D(x): 0.9867 D(G(z)): 0.0001 / 0.0001 [4496/10000][0/13] Loss_D: 0.0048 Loss_G: 10.7731 D(x): 0.9955 D(G(z)): 0.0002 / 0.0002 [4497/10000][0/13] Loss_D: 0.0003 Loss_G: 8.9649 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [4498/10000][0/13] Loss_D: 0.0037 Loss_G: 6.8398 D(x): 0.9998 D(G(z)): 0.0035 / 0.0021 [4499/10000][0/13] Loss_D: 0.0032 Loss_G: 7.1327 D(x): 0.9998 D(G(z)): 0.0030 / 0.0020 [4500/10000][0/13] Loss_D: 0.0015 Loss_G: 7.4719 D(x): 0.9997 D(G(z)): 0.0012 / 0.0012 [4501/10000][0/13] Loss_D: 0.0007 Loss_G: 10.1325 D(x): 0.9996 D(G(z)): 0.0003 / 0.0003 [4502/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9758 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [4503/10000][0/13] Loss_D: 0.0004 Loss_G: 9.2719 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [4504/10000][0/13] Loss_D: 0.0052 Loss_G: 9.8097 D(x): 0.9951 D(G(z)): 0.0002 / 0.0003 [4505/10000][0/13] Loss_D: 0.0000 Loss_G: 12.5846 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4506/10000][0/13] Loss_D: 0.0050 Loss_G: 7.1502 D(x): 1.0000 D(G(z)): 0.0050 / 0.0018 [4507/10000][0/13] Loss_D: 0.0011 Loss_G: 9.1150 D(x): 0.9993 D(G(z)): 0.0004 / 0.0004 [4508/10000][0/13] Loss_D: 0.0042 Loss_G: 7.3251 D(x): 0.9998 D(G(z)): 0.0039 / 0.0019 [4509/10000][0/13] Loss_D: 0.0993 Loss_G: 8.0039 D(x): 1.0000 D(G(z)): 0.0670 / 0.0013 [4510/10000][0/13] Loss_D: 0.0137 Loss_G: 6.2955 D(x): 0.9999 D(G(z)): 0.0133 / 0.0030 [4511/10000][0/13] Loss_D: 0.0006 Loss_G: 10.2437 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [4512/10000][0/13] Loss_D: 0.0023 Loss_G: 7.9105 D(x): 1.0000 D(G(z)): 0.0023 / 0.0016 [4513/10000][0/13] Loss_D: 0.0039 Loss_G: 7.9163 D(x): 0.9972 D(G(z)): 0.0011 / 0.0013 [4514/10000][0/13] Loss_D: 0.0390 Loss_G: 9.1811 D(x): 0.9982 D(G(z)): 0.0231 / 0.0011 [4515/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7935 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [4516/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5099 D(x): 1.0000 D(G(z)): 0.0014 / 0.0012 [4517/10000][0/13] Loss_D: 0.0056 Loss_G: 6.5997 D(x): 0.9986 D(G(z)): 0.0042 / 0.0062 [4518/10000][0/13] Loss_D: 0.0023 Loss_G: 7.1156 D(x): 1.0000 D(G(z)): 0.0023 / 0.0017 [4519/10000][0/13] Loss_D: 0.0011 Loss_G: 9.9124 D(x): 0.9993 D(G(z)): 0.0004 / 0.0004 [4520/10000][0/13] Loss_D: 0.1023 Loss_G: 27.3780 D(x): 0.9985 D(G(z)): 0.0753 / 0.0006 [4521/10000][0/13] Loss_D: 0.0003 Loss_G: 21.8845 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [4522/10000][0/13] Loss_D: 0.0160 Loss_G: 17.7045 D(x): 0.9876 D(G(z)): 0.0030 / 0.0017 [4523/10000][0/13] Loss_D: 0.0082 Loss_G: 10.3702 D(x): 1.0000 D(G(z)): 0.0081 / 0.0034 [4524/10000][0/13] Loss_D: 0.0008 Loss_G: 9.2651 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [4525/10000][0/13] Loss_D: 0.0032 Loss_G: 6.8652 D(x): 0.9999 D(G(z)): 0.0031 / 0.0018 [4526/10000][0/13] Loss_D: 0.0134 Loss_G: 6.5936 D(x): 0.9934 D(G(z)): 0.0065 / 0.0035 [4527/10000][0/13] Loss_D: 0.0048 Loss_G: 8.3334 D(x): 0.9962 D(G(z)): 0.0009 / 0.0008 [4528/10000][0/13] Loss_D: 0.1542 Loss_G: 14.7598 D(x): 1.0000 D(G(z)): 0.1120 / 0.0004 [4529/10000][0/13] Loss_D: 0.0027 Loss_G: 8.0232 D(x): 1.0000 D(G(z)): 0.0027 / 0.0020 [4530/10000][0/13] Loss_D: 0.0004 Loss_G: 9.5655 D(x): 1.0000 D(G(z)): 0.0004 / 0.0005 [4531/10000][0/13] Loss_D: 0.3098 Loss_G: 6.9910 D(x): 0.9378 D(G(z)): 0.0003 / 0.1033 [4532/10000][0/13] Loss_D: 0.0001 Loss_G: 30.3760 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [4533/10000][0/13] Loss_D: 0.0000 Loss_G: 23.7810 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4534/10000][0/13] Loss_D: 0.0002 Loss_G: 16.6601 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4535/10000][0/13] Loss_D: 0.0008 Loss_G: 10.2469 D(x): 1.0000 D(G(z)): 0.0008 / 0.0003 [4536/10000][0/13] Loss_D: 0.0029 Loss_G: 7.6123 D(x): 1.0000 D(G(z)): 0.0029 / 0.0010 [4537/10000][0/13] Loss_D: 0.0040 Loss_G: 6.7259 D(x): 1.0000 D(G(z)): 0.0040 / 0.0017 [4538/10000][0/13] Loss_D: 0.0099 Loss_G: 9.6500 D(x): 1.0000 D(G(z)): 0.0097 / 0.0021 [4539/10000][0/13] Loss_D: 0.0016 Loss_G: 7.9403 D(x): 0.9999 D(G(z)): 0.0015 / 0.0011 [4540/10000][0/13] Loss_D: 0.0045 Loss_G: 6.3986 D(x): 0.9998 D(G(z)): 0.0043 / 0.0026 [4541/10000][0/13] Loss_D: 0.0040 Loss_G: 6.4590 D(x): 1.0000 D(G(z)): 0.0040 / 0.0024 [4542/10000][0/13] Loss_D: 0.0005 Loss_G: 24.5409 D(x): 0.9995 D(G(z)): 0.0000 / 0.0000 [4543/10000][0/13] Loss_D: 0.8050 Loss_G: 19.4063 D(x): 0.9687 D(G(z)): 0.0768 / 0.0783 [4544/10000][0/13] Loss_D: 0.0012 Loss_G: 14.3379 D(x): 0.9999 D(G(z)): 0.0011 / 0.0007 [4545/10000][0/13] Loss_D: 0.0029 Loss_G: 10.2352 D(x): 1.0000 D(G(z)): 0.0029 / 0.0015 [4546/10000][0/13] Loss_D: 0.0044 Loss_G: 12.1591 D(x): 0.9990 D(G(z)): 0.0034 / 0.0016 [4547/10000][0/13] Loss_D: 0.0003 Loss_G: 10.3295 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [4548/10000][0/13] Loss_D: 0.0013 Loss_G: 9.3959 D(x): 0.9996 D(G(z)): 0.0009 / 0.0008 [4549/10000][0/13] Loss_D: 0.0044 Loss_G: 7.5633 D(x): 0.9972 D(G(z)): 0.0016 / 0.0013 [4550/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2408 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [4551/10000][0/13] Loss_D: 0.0018 Loss_G: 7.2417 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [4552/10000][0/13] Loss_D: 0.0077 Loss_G: 7.7891 D(x): 1.0000 D(G(z)): 0.0075 / 0.0016 [4553/10000][0/13] Loss_D: 0.0247 Loss_G: 5.7641 D(x): 0.9853 D(G(z)): 0.0054 / 0.0062 [4554/10000][0/13] Loss_D: 0.0023 Loss_G: 7.7066 D(x): 0.9998 D(G(z)): 0.0021 / 0.0013 [4555/10000][0/13] Loss_D: 0.1030 Loss_G: 6.5771 D(x): 0.9494 D(G(z)): 0.0002 / 0.1961 [4556/10000][0/13] Loss_D: 0.0124 Loss_G: 20.5787 D(x): 0.9897 D(G(z)): 0.0003 / 0.0006 [4557/10000][0/13] Loss_D: 0.0024 Loss_G: 25.7374 D(x): 0.9978 D(G(z)): 0.0001 / 0.0001 [4558/10000][0/13] Loss_D: 1.5089 Loss_G: 19.9348 D(x): 0.9687 D(G(z)): 0.1199 / 0.0001 [4559/10000][0/13] Loss_D: 0.0013 Loss_G: 24.4011 D(x): 1.0000 D(G(z)): 0.0013 / 0.0006 [4560/10000][0/13] Loss_D: 0.0004 Loss_G: 23.3717 D(x): 0.9999 D(G(z)): 0.0003 / 0.0004 [4561/10000][0/13] Loss_D: 0.0024 Loss_G: 14.8920 D(x): 1.0000 D(G(z)): 0.0023 / 0.0014 [4562/10000][0/13] Loss_D: 0.0020 Loss_G: 14.6807 D(x): 0.9997 D(G(z)): 0.0016 / 0.0008 [4563/10000][0/13] Loss_D: 0.0006 Loss_G: 13.0305 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [4564/10000][0/13] Loss_D: 0.0182 Loss_G: 15.5914 D(x): 0.9890 D(G(z)): 0.0069 / 0.0019 [4565/10000][0/13] Loss_D: 1.2984 Loss_G: 8.1310 D(x): 0.9683 D(G(z)): 0.0012 / 0.0010 [4566/10000][0/13] Loss_D: 0.0003 Loss_G: 10.5802 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [4567/10000][0/13] Loss_D: 0.0021 Loss_G: 7.5355 D(x): 0.9990 D(G(z)): 0.0011 / 0.0010 [4568/10000][0/13] Loss_D: 0.0003 Loss_G: 9.0559 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [4569/10000][0/13] Loss_D: 0.0028 Loss_G: 7.6827 D(x): 0.9989 D(G(z)): 0.0017 / 0.0013 [4570/10000][0/13] Loss_D: 0.0058 Loss_G: 6.7217 D(x): 0.9997 D(G(z)): 0.0055 / 0.0023 [4571/10000][0/13] Loss_D: 0.0015 Loss_G: 7.8603 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [4572/10000][0/13] Loss_D: 0.0093 Loss_G: 6.4580 D(x): 0.9998 D(G(z)): 0.0090 / 0.0031 [4573/10000][0/13] Loss_D: 0.0039 Loss_G: 6.9184 D(x): 0.9997 D(G(z)): 0.0036 / 0.0016 [4574/10000][0/13] Loss_D: 0.0013 Loss_G: 7.3538 D(x): 0.9998 D(G(z)): 0.0011 / 0.0008 [4575/10000][0/13] Loss_D: 0.0006 Loss_G: 7.9403 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [4576/10000][0/13] Loss_D: 0.0005 Loss_G: 8.7221 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [4577/10000][0/13] Loss_D: 0.1168 Loss_G: 12.2416 D(x): 1.0000 D(G(z)): 0.0744 / 0.0001 [4578/10000][0/13] Loss_D: 0.0010 Loss_G: 10.0715 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [4579/10000][0/13] Loss_D: 0.0001 Loss_G: 11.6300 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [4580/10000][0/13] Loss_D: 0.0221 Loss_G: 6.6249 D(x): 1.0000 D(G(z)): 0.0217 / 0.0024 [4581/10000][0/13] Loss_D: 0.0487 Loss_G: 7.5877 D(x): 1.0000 D(G(z)): 0.0373 / 0.0010 [4582/10000][0/13] Loss_D: 0.0037 Loss_G: 7.1215 D(x): 0.9982 D(G(z)): 0.0019 / 0.0018 [4583/10000][0/13] Loss_D: 0.0009 Loss_G: 10.5878 D(x): 0.9992 D(G(z)): 0.0001 / 0.0001 [4584/10000][0/13] Loss_D: 0.0001 Loss_G: 10.5600 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4585/10000][0/13] Loss_D: 0.7755 Loss_G: 24.6431 D(x): 0.9642 D(G(z)): 0.0004 / 0.0002 [4586/10000][0/13] Loss_D: 0.0001 Loss_G: 14.1198 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4587/10000][0/13] Loss_D: 0.0006 Loss_G: 9.3837 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [4588/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7594 D(x): 0.9997 D(G(z)): 0.0014 / 0.0010 [4589/10000][0/13] Loss_D: 0.0029 Loss_G: 6.7575 D(x): 0.9996 D(G(z)): 0.0025 / 0.0018 [4590/10000][0/13] Loss_D: 0.0027 Loss_G: 6.7974 D(x): 1.0000 D(G(z)): 0.0027 / 0.0016 [4591/10000][0/13] Loss_D: 0.0015 Loss_G: 7.2236 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [4592/10000][0/13] Loss_D: 0.0023 Loss_G: 6.6519 D(x): 1.0000 D(G(z)): 0.0023 / 0.0016 [4593/10000][0/13] Loss_D: 0.1768 Loss_G: 15.7578 D(x): 0.9030 D(G(z)): 0.0001 / 0.0003 [4594/10000][0/13] Loss_D: 0.0011 Loss_G: 13.3912 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [4595/10000][0/13] Loss_D: 0.0011 Loss_G: 13.8402 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [4596/10000][0/13] Loss_D: 0.0015 Loss_G: 15.6439 D(x): 0.9988 D(G(z)): 0.0003 / 0.0003 [4597/10000][0/13] Loss_D: 0.0023 Loss_G: 10.0276 D(x): 0.9996 D(G(z)): 0.0018 / 0.0014 [4598/10000][0/13] Loss_D: 0.0032 Loss_G: 23.2573 D(x): 0.9972 D(G(z)): 0.0003 / 0.0009 [4599/10000][0/13] Loss_D: 0.0062 Loss_G: 24.2363 D(x): 0.9997 D(G(z)): 0.0059 / 0.0029 [4600/10000][0/13] Loss_D: 0.0009 Loss_G: 14.8477 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [4601/10000][0/13] Loss_D: 0.0004 Loss_G: 15.6421 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [4602/10000][0/13] Loss_D: 0.1774 Loss_G: 9.9544 D(x): 1.0000 D(G(z)): 0.0865 / 0.0004 [4603/10000][0/13] Loss_D: 0.0035 Loss_G: 8.4452 D(x): 1.0000 D(G(z)): 0.0035 / 0.0021 [4604/10000][0/13] Loss_D: 0.0110 Loss_G: 9.4942 D(x): 0.9899 D(G(z)): 0.0003 / 0.0004 [4605/10000][0/13] Loss_D: 0.0053 Loss_G: 7.1098 D(x): 1.0000 D(G(z)): 0.0053 / 0.0022 [4606/10000][0/13] Loss_D: 0.0031 Loss_G: 7.3273 D(x): 1.0000 D(G(z)): 0.0031 / 0.0022 [4607/10000][0/13] Loss_D: 0.0000 Loss_G: 12.5342 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4608/10000][0/13] Loss_D: 0.0159 Loss_G: 7.3954 D(x): 0.9860 D(G(z)): 0.0007 / 0.0014 [4609/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8095 D(x): 0.9999 D(G(z)): 0.0007 / 0.0009 [4610/10000][0/13] Loss_D: 0.0002 Loss_G: 10.6116 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [4611/10000][0/13] Loss_D: 0.0002 Loss_G: 10.4230 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [4612/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7999 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [4613/10000][0/13] Loss_D: 0.0013 Loss_G: 7.0837 D(x): 1.0000 D(G(z)): 0.0013 / 0.0027 [4614/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2814 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [4615/10000][0/13] Loss_D: 0.0011 Loss_G: 7.5756 D(x): 0.9999 D(G(z)): 0.0010 / 0.0031 [4616/10000][0/13] Loss_D: 0.0021 Loss_G: 7.3015 D(x): 0.9999 D(G(z)): 0.0020 / 0.0012 [4617/10000][0/13] Loss_D: 0.0010 Loss_G: 7.8640 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [4618/10000][0/13] Loss_D: 0.0007 Loss_G: 8.0283 D(x): 1.0000 D(G(z)): 0.0007 / 0.0007 [4619/10000][0/13] Loss_D: 0.0007 Loss_G: 7.9073 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [4620/10000][0/13] Loss_D: 0.0044 Loss_G: 6.6473 D(x): 0.9988 D(G(z)): 0.0031 / 0.0019 [4621/10000][0/13] Loss_D: 0.0036 Loss_G: 8.3650 D(x): 0.9970 D(G(z)): 0.0005 / 0.0005 [4622/10000][0/13] Loss_D: 0.0011 Loss_G: 9.8148 D(x): 0.9991 D(G(z)): 0.0002 / 0.0002 [4623/10000][0/13] Loss_D: 0.0007 Loss_G: 7.9573 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [4624/10000][0/13] Loss_D: 0.0014 Loss_G: 7.2523 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [4625/10000][0/13] Loss_D: 0.0008 Loss_G: 9.5587 D(x): 0.9994 D(G(z)): 0.0002 / 0.0002 [4626/10000][0/13] Loss_D: 0.0042 Loss_G: 8.2454 D(x): 0.9964 D(G(z)): 0.0005 / 0.0005 [4627/10000][0/13] Loss_D: 0.0068 Loss_G: 6.8524 D(x): 0.9945 D(G(z)): 0.0012 / 0.0013 [4628/10000][0/13] Loss_D: 0.0005 Loss_G: 9.0871 D(x): 1.0000 D(G(z)): 0.0005 / 0.0009 [4629/10000][0/13] Loss_D: 0.0382 Loss_G: 29.6504 D(x): 0.9780 D(G(z)): 0.0017 / 0.0018 [4630/10000][0/13] Loss_D: 0.0102 Loss_G: 14.0789 D(x): 1.0000 D(G(z)): 0.0097 / 0.0018 [4631/10000][0/13] Loss_D: 0.0010 Loss_G: 13.4996 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [4632/10000][0/13] Loss_D: 0.0021 Loss_G: 11.2112 D(x): 1.0000 D(G(z)): 0.0021 / 0.0015 [4633/10000][0/13] Loss_D: 0.0011 Loss_G: 13.0020 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [4634/10000][0/13] Loss_D: 0.0002 Loss_G: 16.7393 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [4635/10000][0/13] Loss_D: 0.0015 Loss_G: 13.6769 D(x): 1.0000 D(G(z)): 0.0014 / 0.0009 [4636/10000][0/13] Loss_D: 0.0003 Loss_G: 14.9564 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [4637/10000][0/13] Loss_D: 0.0036 Loss_G: 12.2112 D(x): 0.9999 D(G(z)): 0.0035 / 0.0024 [4638/10000][0/13] Loss_D: 0.0074 Loss_G: 10.8855 D(x): 0.9946 D(G(z)): 0.0017 / 0.0014 [4639/10000][0/13] Loss_D: 0.0011 Loss_G: 11.5637 D(x): 1.0000 D(G(z)): 0.0011 / 0.0006 [4640/10000][0/13] Loss_D: 0.0004 Loss_G: 12.8698 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [4641/10000][0/13] Loss_D: 0.0023 Loss_G: 9.6440 D(x): 0.9986 D(G(z)): 0.0009 / 0.0008 [4642/10000][0/13] Loss_D: 0.0016 Loss_G: 9.3956 D(x): 0.9988 D(G(z)): 0.0004 / 0.0002 [4643/10000][0/13] Loss_D: 4.0933 Loss_G: 47.1193 D(x): 1.0000 D(G(z)): 0.7985 / 0.0000 [4644/10000][0/13] Loss_D: 0.0167 Loss_G: 43.7741 D(x): 1.0000 D(G(z)): 0.0160 / 0.0008 [4645/10000][0/13] Loss_D: 0.0124 Loss_G: 36.7805 D(x): 0.9987 D(G(z)): 0.0108 / 0.0009 [4646/10000][0/13] Loss_D: 1.1673 Loss_G: 28.1230 D(x): 0.9687 D(G(z)): 0.0006 / 0.0002 [4647/10000][0/13] Loss_D: 0.0044 Loss_G: 25.3908 D(x): 0.9999 D(G(z)): 0.0043 / 0.0011 [4648/10000][0/13] Loss_D: 0.0056 Loss_G: 23.3622 D(x): 0.9999 D(G(z)): 0.0052 / 0.0010 [4649/10000][0/13] Loss_D: 0.0008 Loss_G: 17.7348 D(x): 0.9999 D(G(z)): 0.0007 / 0.0005 [4650/10000][0/13] Loss_D: 0.0051 Loss_G: 12.7674 D(x): 0.9998 D(G(z)): 0.0048 / 0.0019 [4651/10000][0/13] Loss_D: 1.0514 Loss_G: 10.8857 D(x): 0.9687 D(G(z)): 0.0003 / 0.0003 [4652/10000][0/13] Loss_D: 0.0014 Loss_G: 7.6308 D(x): 0.9999 D(G(z)): 0.0013 / 0.0011 [4653/10000][0/13] Loss_D: 0.0027 Loss_G: 7.0385 D(x): 1.0000 D(G(z)): 0.0026 / 0.0039 [4654/10000][0/13] Loss_D: 0.0016 Loss_G: 7.5559 D(x): 0.9999 D(G(z)): 0.0015 / 0.0013 [4655/10000][0/13] Loss_D: 0.0023 Loss_G: 7.9569 D(x): 0.9999 D(G(z)): 0.0022 / 0.0018 [4656/10000][0/13] Loss_D: 0.1102 Loss_G: 22.5762 D(x): 0.9696 D(G(z)): 0.0025 / 0.0014 [4657/10000][0/13] Loss_D: 0.0531 Loss_G: 11.5021 D(x): 0.9963 D(G(z)): 0.0453 / 0.0005 [4658/10000][0/13] Loss_D: 0.0104 Loss_G: 8.6008 D(x): 0.9996 D(G(z)): 0.0097 / 0.0008 [4659/10000][0/13] Loss_D: 0.0001 Loss_G: 10.5174 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4660/10000][0/13] Loss_D: 0.0008 Loss_G: 22.8485 D(x): 1.0000 D(G(z)): 0.0008 / 0.0002 [4661/10000][0/13] Loss_D: 0.0177 Loss_G: 17.3180 D(x): 0.9949 D(G(z)): 0.0111 / 0.0013 [4662/10000][0/13] Loss_D: 0.4096 Loss_G: 35.2311 D(x): 1.0000 D(G(z)): 0.2139 / 0.0000 [4663/10000][0/13] Loss_D: 0.0012 Loss_G: 35.7390 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [4664/10000][0/13] Loss_D: 0.0017 Loss_G: 23.7334 D(x): 1.0000 D(G(z)): 0.0017 / 0.0010 [4665/10000][0/13] Loss_D: 0.0004 Loss_G: 19.8874 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [4666/10000][0/13] Loss_D: 0.0006 Loss_G: 22.2473 D(x): 0.9997 D(G(z)): 0.0003 / 0.0002 [4667/10000][0/13] Loss_D: 0.0014 Loss_G: 19.6371 D(x): 0.9989 D(G(z)): 0.0003 / 0.0003 [4668/10000][0/13] Loss_D: 0.0036 Loss_G: 17.4648 D(x): 0.9978 D(G(z)): 0.0014 / 0.0012 [4669/10000][0/13] Loss_D: 0.0016 Loss_G: 17.8993 D(x): 0.9999 D(G(z)): 0.0015 / 0.0011 [4670/10000][0/13] Loss_D: 0.0003 Loss_G: 17.4155 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [4671/10000][0/13] Loss_D: 0.0010 Loss_G: 14.0981 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [4672/10000][0/13] Loss_D: 0.0088 Loss_G: 11.8613 D(x): 0.9931 D(G(z)): 0.0017 / 0.0011 [4673/10000][0/13] Loss_D: 0.0010 Loss_G: 12.8832 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [4674/10000][0/13] Loss_D: 0.0026 Loss_G: 11.7524 D(x): 1.0000 D(G(z)): 0.0025 / 0.0017 [4675/10000][0/13] Loss_D: 0.0021 Loss_G: 12.8859 D(x): 0.9998 D(G(z)): 0.0019 / 0.0011 [4676/10000][0/13] Loss_D: 0.0011 Loss_G: 10.3412 D(x): 0.9999 D(G(z)): 0.0010 / 0.0010 [4677/10000][0/13] Loss_D: 0.0002 Loss_G: 10.4396 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4678/10000][0/13] Loss_D: 0.0016 Loss_G: 8.7637 D(x): 0.9994 D(G(z)): 0.0010 / 0.0008 [4679/10000][0/13] Loss_D: 0.0014 Loss_G: 7.9002 D(x): 0.9997 D(G(z)): 0.0011 / 0.0009 [4680/10000][0/13] Loss_D: 0.0014 Loss_G: 8.0122 D(x): 0.9994 D(G(z)): 0.0008 / 0.0007 [4681/10000][0/13] Loss_D: 0.0009 Loss_G: 7.2858 D(x): 0.9999 D(G(z)): 0.0009 / 0.0010 [4682/10000][0/13] Loss_D: 0.0012 Loss_G: 8.9544 D(x): 0.9990 D(G(z)): 0.0002 / 0.0002 [4683/10000][0/13] Loss_D: 0.0024 Loss_G: 6.7247 D(x): 1.0000 D(G(z)): 0.0024 / 0.0016 [4684/10000][0/13] Loss_D: 0.0045 Loss_G: 7.3285 D(x): 0.9965 D(G(z)): 0.0010 / 0.0009 [4685/10000][0/13] Loss_D: 0.0011 Loss_G: 7.5863 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [4686/10000][0/13] Loss_D: 0.0018 Loss_G: 7.6029 D(x): 0.9991 D(G(z)): 0.0009 / 0.0009 [4687/10000][0/13] Loss_D: 0.0008 Loss_G: 12.7839 D(x): 0.9994 D(G(z)): 0.0002 / 0.0002 [4688/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7207 D(x): 0.9998 D(G(z)): 0.0006 / 0.0008 [4689/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1422 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [4690/10000][0/13] Loss_D: 0.0008 Loss_G: 8.4898 D(x): 0.9997 D(G(z)): 0.0005 / 0.0005 [4691/10000][0/13] Loss_D: 0.0019 Loss_G: 7.3792 D(x): 0.9997 D(G(z)): 0.0016 / 0.0012 [4692/10000][0/13] Loss_D: 0.0009 Loss_G: 7.8448 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [4693/10000][0/13] Loss_D: 0.0727 Loss_G: 19.1880 D(x): 0.9512 D(G(z)): 0.0076 / 0.0058 [4694/10000][0/13] Loss_D: 0.0000 Loss_G: 23.2484 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4695/10000][0/13] Loss_D: 0.0009 Loss_G: 19.4307 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [4696/10000][0/13] Loss_D: 0.0012 Loss_G: 19.1823 D(x): 0.9998 D(G(z)): 0.0010 / 0.0009 [4697/10000][0/13] Loss_D: 0.0014 Loss_G: 15.7916 D(x): 0.9994 D(G(z)): 0.0009 / 0.0007 [4698/10000][0/13] Loss_D: 0.0054 Loss_G: 18.9088 D(x): 0.9999 D(G(z)): 0.0052 / 0.0019 [4699/10000][0/13] Loss_D: 0.0058 Loss_G: 13.3315 D(x): 0.9965 D(G(z)): 0.0023 / 0.0018 [4700/10000][0/13] Loss_D: 0.0017 Loss_G: 11.0949 D(x): 0.9983 D(G(z)): 0.0000 / 0.0000 [4701/10000][0/13] Loss_D: 0.0017 Loss_G: 8.0544 D(x): 0.9998 D(G(z)): 0.0015 / 0.0010 [4702/10000][0/13] Loss_D: 0.0004 Loss_G: 9.6070 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [4703/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9380 D(x): 0.9996 D(G(z)): 0.0002 / 0.0002 [4704/10000][0/13] Loss_D: 0.0007 Loss_G: 8.6455 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [4705/10000][0/13] Loss_D: 0.0007 Loss_G: 7.9645 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [4706/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5890 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [4707/10000][0/13] Loss_D: 0.0011 Loss_G: 9.0147 D(x): 0.9991 D(G(z)): 0.0002 / 0.0002 [4708/10000][0/13] Loss_D: 0.0005 Loss_G: 8.7050 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [4709/10000][0/13] Loss_D: 0.0015 Loss_G: 7.9012 D(x): 0.9994 D(G(z)): 0.0009 / 0.0007 [4710/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9928 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [4711/10000][0/13] Loss_D: 0.0025 Loss_G: 7.1375 D(x): 0.9999 D(G(z)): 0.0024 / 0.0015 [4712/10000][0/13] Loss_D: 0.1746 Loss_G: 4.9810 D(x): 0.9685 D(G(z)): 0.0009 / 0.2634 [4713/10000][0/13] Loss_D: 0.0081 Loss_G: 34.0293 D(x): 0.9931 D(G(z)): 0.0005 / 0.0002 [4714/10000][0/13] Loss_D: 0.0007 Loss_G: 28.8331 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [4715/10000][0/13] Loss_D: 0.0015 Loss_G: 20.2600 D(x): 0.9996 D(G(z)): 0.0011 / 0.0007 [4716/10000][0/13] Loss_D: 1.2500 Loss_G: 21.1546 D(x): 0.9687 D(G(z)): 0.0001 / 0.0001 [4717/10000][0/13] Loss_D: 0.0071 Loss_G: 14.8454 D(x): 1.0000 D(G(z)): 0.0070 / 0.0023 [4718/10000][0/13] Loss_D: 0.0117 Loss_G: 13.1336 D(x): 0.9999 D(G(z)): 0.0114 / 0.0014 [4719/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7435 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [4720/10000][0/13] Loss_D: 0.0012 Loss_G: 9.2071 D(x): 0.9990 D(G(z)): 0.0002 / 0.0002 [4721/10000][0/13] Loss_D: 0.0035 Loss_G: 6.4044 D(x): 1.0000 D(G(z)): 0.0035 / 0.0034 [4722/10000][0/13] Loss_D: 0.0008 Loss_G: 11.1997 D(x): 0.9994 D(G(z)): 0.0002 / 0.0002 [4723/10000][0/13] Loss_D: 1.1160 Loss_G: 40.4500 D(x): 0.9209 D(G(z)): 0.0000 / 0.0000 [4724/10000][0/13] Loss_D: 0.0012 Loss_G: 27.7035 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [4725/10000][0/13] Loss_D: 0.0002 Loss_G: 20.3064 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [4726/10000][0/13] Loss_D: 0.0059 Loss_G: 20.5958 D(x): 0.9999 D(G(z)): 0.0058 / 0.0008 [4727/10000][0/13] Loss_D: 0.0016 Loss_G: 11.8490 D(x): 0.9999 D(G(z)): 0.0016 / 0.0009 [4728/10000][0/13] Loss_D: 0.0032 Loss_G: 16.1462 D(x): 0.9977 D(G(z)): 0.0008 / 0.0007 [4729/10000][0/13] Loss_D: 0.0215 Loss_G: 14.1979 D(x): 0.9798 D(G(z)): 0.0002 / 0.0004 [4730/10000][0/13] Loss_D: 0.0850 Loss_G: 19.9241 D(x): 1.0000 D(G(z)): 0.0730 / 0.0001 [4731/10000][0/13] Loss_D: 0.0027 Loss_G: 22.1436 D(x): 0.9999 D(G(z)): 0.0026 / 0.0014 [4732/10000][0/13] Loss_D: 0.0007 Loss_G: 20.4667 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [4733/10000][0/13] Loss_D: 0.0005 Loss_G: 17.9053 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [4734/10000][0/13] Loss_D: 0.0001 Loss_G: 18.4859 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4735/10000][0/13] Loss_D: 0.0012 Loss_G: 14.5645 D(x): 0.9998 D(G(z)): 0.0010 / 0.0008 [4736/10000][0/13] Loss_D: 0.0000 Loss_G: 16.8444 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4737/10000][0/13] Loss_D: 0.0010 Loss_G: 12.7824 D(x): 0.9995 D(G(z)): 0.0005 / 0.0005 [4738/10000][0/13] Loss_D: 0.0017 Loss_G: 14.3811 D(x): 0.9999 D(G(z)): 0.0016 / 0.0012 [4739/10000][0/13] Loss_D: 0.0034 Loss_G: 14.7877 D(x): 0.9998 D(G(z)): 0.0032 / 0.0019 [4740/10000][0/13] Loss_D: 0.0032 Loss_G: 14.1303 D(x): 0.9976 D(G(z)): 0.0007 / 0.0008 [4741/10000][0/13] Loss_D: 0.0005 Loss_G: 13.1891 D(x): 0.9998 D(G(z)): 0.0004 / 0.0007 [4742/10000][0/13] Loss_D: 0.0007 Loss_G: 15.4476 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [4743/10000][0/13] Loss_D: 0.0022 Loss_G: 12.8819 D(x): 1.0000 D(G(z)): 0.0021 / 0.0013 [4744/10000][0/13] Loss_D: 0.0019 Loss_G: 8.9698 D(x): 0.9999 D(G(z)): 0.0018 / 0.0015 [4745/10000][0/13] Loss_D: 0.4185 Loss_G: 12.6448 D(x): 0.9999 D(G(z)): 0.0941 / 0.0004 [4746/10000][0/13] Loss_D: 0.0705 Loss_G: 11.3783 D(x): 1.0000 D(G(z)): 0.0483 / 0.0002 [4747/10000][0/13] Loss_D: 0.0002 Loss_G: 14.5884 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4748/10000][0/13] Loss_D: 0.0011 Loss_G: 10.0627 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [4749/10000][0/13] Loss_D: 0.0025 Loss_G: 10.4427 D(x): 0.9994 D(G(z)): 0.0018 / 0.0012 [4750/10000][0/13] Loss_D: 0.0008 Loss_G: 11.8466 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [4751/10000][0/13] Loss_D: 0.0005 Loss_G: 14.1395 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [4752/10000][0/13] Loss_D: 0.0003 Loss_G: 14.6127 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [4753/10000][0/13] Loss_D: 0.0028 Loss_G: 7.8095 D(x): 0.9997 D(G(z)): 0.0025 / 0.0019 [4754/10000][0/13] Loss_D: 0.0055 Loss_G: 8.0780 D(x): 0.9961 D(G(z)): 0.0016 / 0.0007 [4755/10000][0/13] Loss_D: 0.0123 Loss_G: 8.0077 D(x): 0.9962 D(G(z)): 0.0081 / 0.0016 [4756/10000][0/13] Loss_D: 0.0026 Loss_G: 7.6633 D(x): 0.9986 D(G(z)): 0.0012 / 0.0010 [4757/10000][0/13] Loss_D: 0.1557 Loss_G: 6.1694 D(x): 0.9228 D(G(z)): 0.0003 / 0.0291 [4758/10000][0/13] Loss_D: 0.0006 Loss_G: 13.2346 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [4759/10000][0/13] Loss_D: 0.0013 Loss_G: 12.5573 D(x): 0.9995 D(G(z)): 0.0008 / 0.0007 [4760/10000][0/13] Loss_D: 0.0010 Loss_G: 12.6664 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [4761/10000][0/13] Loss_D: 0.0006 Loss_G: 18.9895 D(x): 0.9997 D(G(z)): 0.0003 / 0.0004 [4762/10000][0/13] Loss_D: 0.0001 Loss_G: 18.5997 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4763/10000][0/13] Loss_D: 1.7225 Loss_G: 26.7684 D(x): 0.9373 D(G(z)): 0.0006 / 0.0004 [4764/10000][0/13] Loss_D: 0.0507 Loss_G: 19.2594 D(x): 0.9751 D(G(z)): 0.0011 / 0.0012 [4765/10000][0/13] Loss_D: 0.0006 Loss_G: 14.1758 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [4766/10000][0/13] Loss_D: 0.0096 Loss_G: 12.4870 D(x): 0.9911 D(G(z)): 0.0001 / 0.0001 [4767/10000][0/13] Loss_D: 0.0008 Loss_G: 7.6621 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [4768/10000][0/13] Loss_D: 0.0017 Loss_G: 8.0747 D(x): 0.9989 D(G(z)): 0.0006 / 0.0005 [4769/10000][0/13] Loss_D: 0.0352 Loss_G: 7.7621 D(x): 1.0000 D(G(z)): 0.0321 / 0.0010 [4770/10000][0/13] Loss_D: 0.0027 Loss_G: 8.4187 D(x): 1.0000 D(G(z)): 0.0027 / 0.0020 [4771/10000][0/13] Loss_D: 0.0001 Loss_G: 10.8247 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4772/10000][0/13] Loss_D: 0.0058 Loss_G: 7.2539 D(x): 0.9999 D(G(z)): 0.0057 / 0.0030 [4773/10000][0/13] Loss_D: 0.0445 Loss_G: 27.1503 D(x): 0.9999 D(G(z)): 0.0406 / 0.0006 [4774/10000][0/13] Loss_D: 0.0004 Loss_G: 26.8661 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [4775/10000][0/13] Loss_D: 0.0004 Loss_G: 21.6928 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [4776/10000][0/13] Loss_D: 0.7887 Loss_G: 22.4958 D(x): 0.9687 D(G(z)): 0.0045 / 0.0016 [4777/10000][0/13] Loss_D: 0.0031 Loss_G: 15.4648 D(x): 1.0000 D(G(z)): 0.0031 / 0.0019 [4778/10000][0/13] Loss_D: 0.0033 Loss_G: 7.4958 D(x): 0.9999 D(G(z)): 0.0033 / 0.0010 [4779/10000][0/13] Loss_D: 0.0042 Loss_G: 6.6198 D(x): 0.9999 D(G(z)): 0.0041 / 0.0021 [4780/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8349 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [4781/10000][0/13] Loss_D: 0.0040 Loss_G: 7.7857 D(x): 0.9968 D(G(z)): 0.0008 / 0.0008 [4782/10000][0/13] Loss_D: 0.0010 Loss_G: 7.5574 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [4783/10000][0/13] Loss_D: 0.0033 Loss_G: 7.1944 D(x): 1.0000 D(G(z)): 0.0033 / 0.0016 [4784/10000][0/13] Loss_D: 0.0035 Loss_G: 6.7240 D(x): 0.9995 D(G(z)): 0.0030 / 0.0017 [4785/10000][0/13] Loss_D: 0.6235 Loss_G: 29.8889 D(x): 1.0000 D(G(z)): 0.3531 / 0.0000 [4786/10000][0/13] Loss_D: 0.0018 Loss_G: 25.4224 D(x): 1.0000 D(G(z)): 0.0018 / 0.0010 [4787/10000][0/13] Loss_D: 0.0040 Loss_G: 24.0185 D(x): 0.9980 D(G(z)): 0.0020 / 0.0012 [4788/10000][0/13] Loss_D: 0.0015 Loss_G: 19.4014 D(x): 0.9998 D(G(z)): 0.0013 / 0.0009 [4789/10000][0/13] Loss_D: 0.0005 Loss_G: 16.4269 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [4790/10000][0/13] Loss_D: 0.0059 Loss_G: 13.9493 D(x): 0.9996 D(G(z)): 0.0055 / 0.0024 [4791/10000][0/13] Loss_D: 0.0041 Loss_G: 9.1786 D(x): 0.9996 D(G(z)): 0.0036 / 0.0022 [4792/10000][0/13] Loss_D: 0.0129 Loss_G: 6.0958 D(x): 0.9999 D(G(z)): 0.0127 / 0.0043 [4793/10000][0/13] Loss_D: 0.0001 Loss_G: 10.4361 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4794/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3178 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [4795/10000][0/13] Loss_D: 0.0025 Loss_G: 7.1369 D(x): 0.9993 D(G(z)): 0.0018 / 0.0011 [4796/10000][0/13] Loss_D: 0.0056 Loss_G: 8.4983 D(x): 1.0000 D(G(z)): 0.0055 / 0.0024 [4797/10000][0/13] Loss_D: 0.0019 Loss_G: 7.0238 D(x): 1.0000 D(G(z)): 0.0019 / 0.0013 [4798/10000][0/13] Loss_D: 0.0052 Loss_G: 6.2898 D(x): 1.0000 D(G(z)): 0.0052 / 0.0032 [4799/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8603 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [4800/10000][0/13] Loss_D: 0.0011 Loss_G: 8.4680 D(x): 0.9998 D(G(z)): 0.0010 / 0.0007 [4801/10000][0/13] Loss_D: 0.0018 Loss_G: 7.7710 D(x): 0.9991 D(G(z)): 0.0009 / 0.0007 [4802/10000][0/13] Loss_D: 0.0038 Loss_G: 8.6258 D(x): 0.9966 D(G(z)): 0.0005 / 0.0005 [4803/10000][0/13] Loss_D: 0.0013 Loss_G: 7.5801 D(x): 0.9997 D(G(z)): 0.0010 / 0.0009 [4804/10000][0/13] Loss_D: 0.0017 Loss_G: 8.7347 D(x): 1.0000 D(G(z)): 0.0017 / 0.0012 [4805/10000][0/13] Loss_D: 0.0013 Loss_G: 10.0219 D(x): 1.0000 D(G(z)): 0.0013 / 0.0012 [4806/10000][0/13] Loss_D: 0.0002 Loss_G: 10.6201 D(x): 1.0000 D(G(z)): 0.0001 / 0.0002 [4807/10000][0/13] Loss_D: 0.0005 Loss_G: 10.2785 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [4808/10000][0/13] Loss_D: 0.0663 Loss_G: 9.8647 D(x): 1.0000 D(G(z)): 0.0577 / 0.0021 [4809/10000][0/13] Loss_D: 0.0012 Loss_G: 7.1723 D(x): 1.0000 D(G(z)): 0.0012 / 0.0014 [4810/10000][0/13] Loss_D: 0.0018 Loss_G: 7.4774 D(x): 0.9995 D(G(z)): 0.0013 / 0.0011 [4811/10000][0/13] Loss_D: 0.0133 Loss_G: 6.8064 D(x): 0.9897 D(G(z)): 0.0023 / 0.0025 [4812/10000][0/13] Loss_D: 0.0030 Loss_G: 7.7798 D(x): 0.9976 D(G(z)): 0.0006 / 0.0006 [4813/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3946 D(x): 1.0000 D(G(z)): 0.0002 / 0.0003 [4814/10000][0/13] Loss_D: 0.0157 Loss_G: 16.1363 D(x): 1.0000 D(G(z)): 0.0135 / 0.0005 [4815/10000][0/13] Loss_D: 0.0001 Loss_G: 22.1964 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [4816/10000][0/13] Loss_D: 0.0040 Loss_G: 19.0933 D(x): 1.0000 D(G(z)): 0.0039 / 0.0014 [4817/10000][0/13] Loss_D: 0.0000 Loss_G: 16.5808 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4818/10000][0/13] Loss_D: 0.0001 Loss_G: 17.0229 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [4819/10000][0/13] Loss_D: 0.0015 Loss_G: 16.6695 D(x): 1.0000 D(G(z)): 0.0015 / 0.0009 [4820/10000][0/13] Loss_D: 0.0022 Loss_G: 11.6755 D(x): 0.9982 D(G(z)): 0.0005 / 0.0005 [4821/10000][0/13] Loss_D: 0.0050 Loss_G: 12.4178 D(x): 1.0000 D(G(z)): 0.0050 / 0.0033 [4822/10000][0/13] Loss_D: 0.0000 Loss_G: 13.9739 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4823/10000][0/13] Loss_D: 0.0006 Loss_G: 11.0947 D(x): 0.9999 D(G(z)): 0.0005 / 0.0006 [4824/10000][0/13] Loss_D: 0.0012 Loss_G: 8.7294 D(x): 0.9997 D(G(z)): 0.0009 / 0.0007 [4825/10000][0/13] Loss_D: 0.0315 Loss_G: 9.0292 D(x): 0.9704 D(G(z)): 0.0001 / 0.0003 [4826/10000][0/13] Loss_D: 0.0026 Loss_G: 7.0236 D(x): 1.0000 D(G(z)): 0.0025 / 0.0018 [4827/10000][0/13] Loss_D: 0.0008 Loss_G: 8.3047 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [4828/10000][0/13] Loss_D: 0.0137 Loss_G: 7.3187 D(x): 0.9884 D(G(z)): 0.0015 / 0.0020 [4829/10000][0/13] Loss_D: 0.0026 Loss_G: 7.7463 D(x): 1.0000 D(G(z)): 0.0026 / 0.0015 [4830/10000][0/13] Loss_D: 0.0024 Loss_G: 7.0526 D(x): 0.9999 D(G(z)): 0.0024 / 0.0017 [4831/10000][0/13] Loss_D: 0.0026 Loss_G: 7.8389 D(x): 0.9982 D(G(z)): 0.0008 / 0.0007 [4832/10000][0/13] Loss_D: 0.0011 Loss_G: 8.0009 D(x): 0.9996 D(G(z)): 0.0007 / 0.0006 [4833/10000][0/13] Loss_D: 0.0002 Loss_G: 14.7542 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [4834/10000][0/13] Loss_D: 0.0001 Loss_G: 13.4213 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4835/10000][0/13] Loss_D: 0.0004 Loss_G: 10.3100 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [4836/10000][0/13] Loss_D: 0.0001 Loss_G: 11.6385 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [4837/10000][0/13] Loss_D: 0.0099 Loss_G: 6.9482 D(x): 0.9937 D(G(z)): 0.0031 / 0.0048 [4838/10000][0/13] Loss_D: 0.0963 Loss_G: 23.8453 D(x): 0.9680 D(G(z)): 0.0001 / 0.0001 [4839/10000][0/13] Loss_D: 0.0120 Loss_G: 22.3810 D(x): 1.0000 D(G(z)): 0.0115 / 0.0004 [4840/10000][0/13] Loss_D: 0.0005 Loss_G: 24.6078 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [4841/10000][0/13] Loss_D: 0.2032 Loss_G: 22.1253 D(x): 0.9687 D(G(z)): 0.0002 / 0.0007 [4842/10000][0/13] Loss_D: 0.0001 Loss_G: 18.3968 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4843/10000][0/13] Loss_D: 0.0005 Loss_G: 16.2025 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [4844/10000][0/13] Loss_D: 0.0010 Loss_G: 13.1500 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [4845/10000][0/13] Loss_D: 0.0485 Loss_G: 13.9556 D(x): 0.9644 D(G(z)): 0.0003 / 0.0904 [4846/10000][0/13] Loss_D: 0.0031 Loss_G: 28.5568 D(x): 0.9979 D(G(z)): 0.0010 / 0.0007 [4847/10000][0/13] Loss_D: 0.0003 Loss_G: 19.8735 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [4848/10000][0/13] Loss_D: 0.0011 Loss_G: 17.1676 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [4849/10000][0/13] Loss_D: 0.0001 Loss_G: 14.7277 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4850/10000][0/13] Loss_D: 0.0018 Loss_G: 12.8519 D(x): 0.9987 D(G(z)): 0.0006 / 0.0005 [4851/10000][0/13] Loss_D: 0.0001 Loss_G: 14.7358 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4852/10000][0/13] Loss_D: 0.0015 Loss_G: 8.6437 D(x): 0.9997 D(G(z)): 0.0012 / 0.0009 [4853/10000][0/13] Loss_D: 0.0007 Loss_G: 8.2146 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [4854/10000][0/13] Loss_D: 0.0046 Loss_G: 8.0595 D(x): 0.9997 D(G(z)): 0.0043 / 0.0014 [4855/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1377 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [4856/10000][0/13] Loss_D: 0.0005 Loss_G: 8.2186 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [4857/10000][0/13] Loss_D: 0.0052 Loss_G: 7.3969 D(x): 0.9956 D(G(z)): 0.0008 / 0.0009 [4858/10000][0/13] Loss_D: 0.0005 Loss_G: 10.9809 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [4859/10000][0/13] Loss_D: 0.0011 Loss_G: 8.4264 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [4860/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0042 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [4861/10000][0/13] Loss_D: 0.0007 Loss_G: 8.5014 D(x): 0.9996 D(G(z)): 0.0003 / 0.0003 [4862/10000][0/13] Loss_D: 0.0008 Loss_G: 8.8722 D(x): 0.9995 D(G(z)): 0.0002 / 0.0003 [4863/10000][0/13] Loss_D: 0.0027 Loss_G: 7.4695 D(x): 0.9983 D(G(z)): 0.0010 / 0.0010 [4864/10000][0/13] Loss_D: 0.0009 Loss_G: 8.9723 D(x): 0.9994 D(G(z)): 0.0002 / 0.0002 [4865/10000][0/13] Loss_D: 0.0025 Loss_G: 41.2324 D(x): 0.9978 D(G(z)): 0.0003 / 0.0072 [4866/10000][0/13] Loss_D: 0.0015 Loss_G: 30.7311 D(x): 0.9996 D(G(z)): 0.0011 / 0.0007 [4867/10000][0/13] Loss_D: 0.0076 Loss_G: 19.1022 D(x): 1.0000 D(G(z)): 0.0075 / 0.0019 [4868/10000][0/13] Loss_D: 0.0003 Loss_G: 13.5762 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [4869/10000][0/13] Loss_D: 0.0008 Loss_G: 13.7952 D(x): 1.0000 D(G(z)): 0.0008 / 0.0004 [4870/10000][0/13] Loss_D: 0.0015 Loss_G: 8.1659 D(x): 0.9999 D(G(z)): 0.0014 / 0.0010 [4871/10000][0/13] Loss_D: 0.0017 Loss_G: 7.6672 D(x): 1.0000 D(G(z)): 0.0017 / 0.0011 [4872/10000][0/13] Loss_D: 0.0014 Loss_G: 7.7978 D(x): 0.9997 D(G(z)): 0.0011 / 0.0008 [4873/10000][0/13] Loss_D: 0.0056 Loss_G: 23.1162 D(x): 0.9996 D(G(z)): 0.0050 / 0.0085 [4874/10000][0/13] Loss_D: 0.0535 Loss_G: 22.0264 D(x): 1.0000 D(G(z)): 0.0404 / 0.0001 [4875/10000][0/13] Loss_D: 0.0015 Loss_G: 16.3331 D(x): 1.0000 D(G(z)): 0.0014 / 0.0007 [4876/10000][0/13] Loss_D: 0.0041 Loss_G: 9.2253 D(x): 0.9999 D(G(z)): 0.0041 / 0.0019 [4877/10000][0/13] Loss_D: 0.0000 Loss_G: 15.3190 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4878/10000][0/13] Loss_D: 0.1015 Loss_G: 15.5132 D(x): 1.0000 D(G(z)): 0.0650 / 0.0003 [4879/10000][0/13] Loss_D: 0.0014 Loss_G: 18.2832 D(x): 0.9988 D(G(z)): 0.0002 / 0.0001 [4880/10000][0/13] Loss_D: 0.0024 Loss_G: 18.6152 D(x): 0.9998 D(G(z)): 0.0022 / 0.0011 [4881/10000][0/13] Loss_D: 0.0050 Loss_G: 16.0688 D(x): 0.9993 D(G(z)): 0.0043 / 0.0012 [4882/10000][0/13] Loss_D: 0.0004 Loss_G: 16.5793 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [4883/10000][0/13] Loss_D: 0.0011 Loss_G: 12.6460 D(x): 0.9998 D(G(z)): 0.0008 / 0.0015 [4884/10000][0/13] Loss_D: 0.0075 Loss_G: 10.4122 D(x): 0.9998 D(G(z)): 0.0072 / 0.0022 [4885/10000][0/13] Loss_D: 0.0006 Loss_G: 8.0591 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [4886/10000][0/13] Loss_D: 0.0006 Loss_G: 7.5274 D(x): 1.0000 D(G(z)): 0.0006 / 0.0012 [4887/10000][0/13] Loss_D: 0.0003 Loss_G: 12.0390 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [4888/10000][0/13] Loss_D: 0.0096 Loss_G: 8.0397 D(x): 0.9967 D(G(z)): 0.0062 / 0.0026 [4889/10000][0/13] Loss_D: 0.0026 Loss_G: 7.6572 D(x): 0.9991 D(G(z)): 0.0017 / 0.0011 [4890/10000][0/13] Loss_D: 0.1703 Loss_G: 16.5020 D(x): 0.9998 D(G(z)): 0.0957 / 0.0000 [4891/10000][0/13] Loss_D: 0.0001 Loss_G: 15.6384 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [4892/10000][0/13] Loss_D: 0.0003 Loss_G: 11.8475 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [4893/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6326 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [4894/10000][0/13] Loss_D: 0.0039 Loss_G: 6.7981 D(x): 0.9997 D(G(z)): 0.0035 / 0.0021 [4895/10000][0/13] Loss_D: 0.0013 Loss_G: 7.7255 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [4896/10000][0/13] Loss_D: 0.0113 Loss_G: 8.2239 D(x): 0.9893 D(G(z)): 0.0004 / 0.0004 [4897/10000][0/13] Loss_D: 0.0016 Loss_G: 8.3623 D(x): 0.9988 D(G(z)): 0.0004 / 0.0004 [4898/10000][0/13] Loss_D: 0.0067 Loss_G: 6.2789 D(x): 1.0000 D(G(z)): 0.0066 / 0.0024 [4899/10000][0/13] Loss_D: 4.8973 Loss_G: 48.7175 D(x): 1.0000 D(G(z)): 0.9745 / 0.0000 [4900/10000][0/13] Loss_D: 0.0065 Loss_G: 36.9132 D(x): 1.0000 D(G(z)): 0.0063 / 0.0012 [4901/10000][0/13] Loss_D: 0.8974 Loss_G: 13.1183 D(x): 0.9375 D(G(z)): 0.0085 / 0.0057 [4902/10000][0/13] Loss_D: 0.0002 Loss_G: 26.4125 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [4903/10000][0/13] Loss_D: 0.0070 Loss_G: 26.9590 D(x): 0.9999 D(G(z)): 0.0067 / 0.0004 [4904/10000][0/13] Loss_D: 0.0012 Loss_G: 18.1386 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [4905/10000][0/13] Loss_D: 0.0018 Loss_G: 17.5799 D(x): 0.9983 D(G(z)): 0.0002 / 0.0002 [4906/10000][0/13] Loss_D: 0.0986 Loss_G: 16.4937 D(x): 0.9566 D(G(z)): 0.0059 / 0.0031 [4907/10000][0/13] Loss_D: 0.0052 Loss_G: 15.5355 D(x): 0.9976 D(G(z)): 0.0028 / 0.0015 [4908/10000][0/13] Loss_D: 0.0053 Loss_G: 17.0263 D(x): 0.9997 D(G(z)): 0.0050 / 0.0030 [4909/10000][0/13] Loss_D: 0.0711 Loss_G: 20.5403 D(x): 0.9913 D(G(z)): 0.0423 / 0.0009 [4910/10000][0/13] Loss_D: 0.0015 Loss_G: 13.6607 D(x): 0.9986 D(G(z)): 0.0001 / 0.0001 [4911/10000][0/13] Loss_D: 0.0058 Loss_G: 11.9645 D(x): 0.9995 D(G(z)): 0.0052 / 0.0015 [4912/10000][0/13] Loss_D: 0.0014 Loss_G: 12.1614 D(x): 0.9992 D(G(z)): 0.0006 / 0.0005 [4913/10000][0/13] Loss_D: 0.0014 Loss_G: 8.4875 D(x): 0.9996 D(G(z)): 0.0010 / 0.0008 [4914/10000][0/13] Loss_D: 0.0023 Loss_G: 8.7268 D(x): 0.9986 D(G(z)): 0.0009 / 0.0008 [4915/10000][0/13] Loss_D: 0.0137 Loss_G: 7.4204 D(x): 0.9999 D(G(z)): 0.0131 / 0.0013 [4916/10000][0/13] Loss_D: 0.0093 Loss_G: 5.4597 D(x): 1.0000 D(G(z)): 0.0092 / 0.0064 [4917/10000][0/13] Loss_D: 0.0026 Loss_G: 7.4272 D(x): 0.9999 D(G(z)): 0.0025 / 0.0014 [4918/10000][0/13] Loss_D: 0.0030 Loss_G: 6.6960 D(x): 0.9997 D(G(z)): 0.0028 / 0.0016 [4919/10000][0/13] Loss_D: 0.0028 Loss_G: 7.4488 D(x): 0.9994 D(G(z)): 0.0021 / 0.0011 [4920/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8517 D(x): 0.9995 D(G(z)): 0.0007 / 0.0006 [4921/10000][0/13] Loss_D: 0.0026 Loss_G: 7.1168 D(x): 0.9999 D(G(z)): 0.0025 / 0.0017 [4922/10000][0/13] Loss_D: 0.0422 Loss_G: 21.7982 D(x): 0.9669 D(G(z)): 0.0000 / 0.0000 [4923/10000][0/13] Loss_D: 0.0004 Loss_G: 36.1738 D(x): 1.0000 D(G(z)): 0.0004 / 0.0005 [4924/10000][0/13] Loss_D: 0.0075 Loss_G: 35.8348 D(x): 1.0000 D(G(z)): 0.0074 / 0.0022 [4925/10000][0/13] Loss_D: 0.0042 Loss_G: 26.7779 D(x): 1.0000 D(G(z)): 0.0042 / 0.0022 [4926/10000][0/13] Loss_D: 0.0022 Loss_G: 28.4574 D(x): 0.9997 D(G(z)): 0.0019 / 0.0007 [4927/10000][0/13] Loss_D: 0.0014 Loss_G: 27.3107 D(x): 0.9995 D(G(z)): 0.0009 / 0.0006 [4928/10000][0/13] Loss_D: 0.0004 Loss_G: 18.4716 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [4929/10000][0/13] Loss_D: 0.0300 Loss_G: 13.9015 D(x): 0.9723 D(G(z)): 0.0004 / 0.0006 [4930/10000][0/13] Loss_D: 0.0023 Loss_G: 11.0449 D(x): 0.9982 D(G(z)): 0.0005 / 0.0005 [4931/10000][0/13] Loss_D: 0.0555 Loss_G: 20.5942 D(x): 0.9517 D(G(z)): 0.0002 / 0.0003 [4932/10000][0/13] Loss_D: 0.0014 Loss_G: 13.9109 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [4933/10000][0/13] Loss_D: 0.0043 Loss_G: 8.3430 D(x): 1.0000 D(G(z)): 0.0042 / 0.0024 [4934/10000][0/13] Loss_D: 0.0061 Loss_G: 9.7738 D(x): 0.9946 D(G(z)): 0.0002 / 0.0002 [4935/10000][0/13] Loss_D: 0.0004 Loss_G: 9.8221 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [4936/10000][0/13] Loss_D: 0.5045 Loss_G: 5.9084 D(x): 0.9374 D(G(z)): 0.0016 / 0.1577 [4937/10000][0/13] Loss_D: 0.0011 Loss_G: 23.2998 D(x): 0.9991 D(G(z)): 0.0002 / 0.0002 [4938/10000][0/13] Loss_D: 1.5226 Loss_G: 27.2339 D(x): 0.9683 D(G(z)): 0.0012 / 0.0010 [4939/10000][0/13] Loss_D: 0.0007 Loss_G: 26.5025 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [4940/10000][0/13] Loss_D: 0.0039 Loss_G: 24.2510 D(x): 0.9981 D(G(z)): 0.0020 / 0.0015 [4941/10000][0/13] Loss_D: 0.0005 Loss_G: 34.9201 D(x): 0.9995 D(G(z)): 0.0000 / 0.0000 [4942/10000][0/13] Loss_D: 0.0035 Loss_G: 18.4785 D(x): 1.0000 D(G(z)): 0.0035 / 0.0020 [4943/10000][0/13] Loss_D: 0.0001 Loss_G: 22.8060 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [4944/10000][0/13] Loss_D: 0.0064 Loss_G: 18.7806 D(x): 1.0000 D(G(z)): 0.0062 / 0.0020 [4945/10000][0/13] Loss_D: 0.0001 Loss_G: 15.9195 D(x): 1.0000 D(G(z)): 0.0001 / 0.0002 [4946/10000][0/13] Loss_D: 0.0031 Loss_G: 8.5065 D(x): 1.0000 D(G(z)): 0.0031 / 0.0010 [4947/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6570 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [4948/10000][0/13] Loss_D: 0.0013 Loss_G: 8.1475 D(x): 0.9997 D(G(z)): 0.0010 / 0.0007 [4949/10000][0/13] Loss_D: 0.0020 Loss_G: 7.0147 D(x): 0.9999 D(G(z)): 0.0018 / 0.0014 [4950/10000][0/13] Loss_D: 0.0162 Loss_G: 5.6450 D(x): 0.9998 D(G(z)): 0.0154 / 0.0088 [4951/10000][0/13] Loss_D: 0.0324 Loss_G: 5.0903 D(x): 0.9807 D(G(z)): 0.0037 / 0.0867 [4952/10000][0/13] Loss_D: 0.0043 Loss_G: 9.9102 D(x): 0.9960 D(G(z)): 0.0003 / 0.0003 [4953/10000][0/13] Loss_D: 0.0034 Loss_G: 7.4633 D(x): 0.9975 D(G(z)): 0.0009 / 0.0009 [4954/10000][0/13] Loss_D: 0.0015 Loss_G: 7.2247 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [4955/10000][0/13] Loss_D: 0.0136 Loss_G: 5.6118 D(x): 1.0000 D(G(z)): 0.0134 / 0.0048 [4956/10000][0/13] Loss_D: 0.0014 Loss_G: 7.7272 D(x): 0.9997 D(G(z)): 0.0011 / 0.0008 [4957/10000][0/13] Loss_D: 0.0038 Loss_G: 6.3176 D(x): 0.9999 D(G(z)): 0.0038 / 0.0027 [4958/10000][0/13] Loss_D: 0.0100 Loss_G: 5.9102 D(x): 0.9999 D(G(z)): 0.0098 / 0.0042 [4959/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9682 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [4960/10000][0/13] Loss_D: 0.0003 Loss_G: 25.5798 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [4961/10000][0/13] Loss_D: 0.0090 Loss_G: 17.1479 D(x): 1.0000 D(G(z)): 0.0085 / 0.0013 [4962/10000][0/13] Loss_D: 0.0047 Loss_G: 15.5243 D(x): 0.9996 D(G(z)): 0.0043 / 0.0017 [4963/10000][0/13] Loss_D: 0.0026 Loss_G: 20.8493 D(x): 0.9996 D(G(z)): 0.0022 / 0.0015 [4964/10000][0/13] Loss_D: 0.0049 Loss_G: 9.0521 D(x): 0.9999 D(G(z)): 0.0047 / 0.0020 [4965/10000][0/13] Loss_D: 0.0075 Loss_G: 8.3451 D(x): 0.9933 D(G(z)): 0.0006 / 0.0006 [4966/10000][0/13] Loss_D: 0.0046 Loss_G: 6.9075 D(x): 0.9998 D(G(z)): 0.0044 / 0.0017 [4967/10000][0/13] Loss_D: 0.0059 Loss_G: 6.0615 D(x): 0.9992 D(G(z)): 0.0051 / 0.0043 [4968/10000][0/13] Loss_D: 0.0015 Loss_G: 7.2297 D(x): 0.9998 D(G(z)): 0.0013 / 0.0012 [4969/10000][0/13] Loss_D: 0.0022 Loss_G: 7.0469 D(x): 0.9999 D(G(z)): 0.0021 / 0.0020 [4970/10000][0/13] Loss_D: 0.0622 Loss_G: 8.8653 D(x): 0.9487 D(G(z)): 0.0001 / 0.0004 [4971/10000][0/13] Loss_D: 0.0029 Loss_G: 6.3556 D(x): 0.9998 D(G(z)): 0.0027 / 0.0025 [4972/10000][0/13] Loss_D: 0.0036 Loss_G: 7.0625 D(x): 0.9997 D(G(z)): 0.0033 / 0.0017 [4973/10000][0/13] Loss_D: 0.0031 Loss_G: 7.5808 D(x): 0.9981 D(G(z)): 0.0011 / 0.0021 [4974/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8706 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [4975/10000][0/13] Loss_D: 0.0078 Loss_G: 6.3301 D(x): 0.9964 D(G(z)): 0.0041 / 0.0035 [4976/10000][0/13] Loss_D: 0.0135 Loss_G: 6.4736 D(x): 0.9995 D(G(z)): 0.0126 / 0.0054 [4977/10000][0/13] Loss_D: 0.0044 Loss_G: 7.3972 D(x): 0.9976 D(G(z)): 0.0020 / 0.0014 [4978/10000][0/13] Loss_D: 0.0046 Loss_G: 6.2002 D(x): 0.9999 D(G(z)): 0.0045 / 0.0043 [4979/10000][0/13] Loss_D: 0.0273 Loss_G: 8.1829 D(x): 0.9772 D(G(z)): 0.0004 / 0.0024 [4980/10000][0/13] Loss_D: 0.0020 Loss_G: 9.0416 D(x): 1.0000 D(G(z)): 0.0019 / 0.0020 [4981/10000][0/13] Loss_D: 0.0022 Loss_G: 7.5981 D(x): 0.9990 D(G(z)): 0.0012 / 0.0009 [4982/10000][0/13] Loss_D: 0.0063 Loss_G: 27.3417 D(x): 1.0000 D(G(z)): 0.0061 / 0.0050 [4983/10000][0/13] Loss_D: 0.0003 Loss_G: 24.4653 D(x): 0.9998 D(G(z)): 0.0002 / 0.0001 [4984/10000][0/13] Loss_D: 0.0058 Loss_G: 16.0674 D(x): 1.0000 D(G(z)): 0.0057 / 0.0060 [4985/10000][0/13] Loss_D: 0.1084 Loss_G: 13.4935 D(x): 0.9696 D(G(z)): 0.0011 / 0.0008 [4986/10000][0/13] Loss_D: 0.0020 Loss_G: 10.0795 D(x): 1.0000 D(G(z)): 0.0020 / 0.0013 [4987/10000][0/13] Loss_D: 1.4619 Loss_G: 7.7398 D(x): 0.9683 D(G(z)): 0.0027 / 0.0014 [4988/10000][0/13] Loss_D: 0.0045 Loss_G: 6.8208 D(x): 0.9998 D(G(z)): 0.0042 / 0.0043 [4989/10000][0/13] Loss_D: 0.0010 Loss_G: 8.8889 D(x): 0.9997 D(G(z)): 0.0007 / 0.0006 [4990/10000][0/13] Loss_D: 1.5971 Loss_G: 4.9341 D(x): 0.9484 D(G(z)): 0.0099 / 0.0166 [4991/10000][0/13] Loss_D: 1.1096 Loss_G: 7.5023 D(x): 0.9687 D(G(z)): 0.0045 / 0.0028 [4992/10000][0/13] Loss_D: 0.0013 Loss_G: 8.1255 D(x): 0.9996 D(G(z)): 0.0008 / 0.0006 [4993/10000][0/13] Loss_D: 0.3090 Loss_G: 15.2383 D(x): 0.9999 D(G(z)): 0.1390 / 0.0005 [4994/10000][0/13] Loss_D: 0.3720 Loss_G: 36.9781 D(x): 0.9024 D(G(z)): 0.0017 / 0.0024 [4995/10000][0/13] Loss_D: 0.0005 Loss_G: 26.9160 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [4996/10000][0/13] Loss_D: 0.5568 Loss_G: 23.3086 D(x): 0.9687 D(G(z)): 0.0010 / 0.0006 [4997/10000][0/13] Loss_D: 0.0008 Loss_G: 17.1627 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [4998/10000][0/13] Loss_D: 1.2060 Loss_G: 17.2701 D(x): 0.9687 D(G(z)): 0.0015 / 0.0008 [4999/10000][0/13] Loss_D: 0.0009 Loss_G: 23.2338 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [5000/10000][0/13] Loss_D: 0.0135 Loss_G: 19.9181 D(x): 0.9999 D(G(z)): 0.0131 / 0.0021 [5001/10000][0/13] Loss_D: 0.0025 Loss_G: 17.9432 D(x): 0.9993 D(G(z)): 0.0018 / 0.0013 [5002/10000][0/13] Loss_D: 0.0049 Loss_G: 15.6611 D(x): 0.9953 D(G(z)): 0.0002 / 0.0000 [5003/10000][0/13] Loss_D: 0.0033 Loss_G: 7.3838 D(x): 1.0000 D(G(z)): 0.0033 / 0.0014 [5004/10000][0/13] Loss_D: 0.0049 Loss_G: 7.3272 D(x): 0.9972 D(G(z)): 0.0019 / 0.0032 [5005/10000][0/13] Loss_D: 0.0766 Loss_G: 6.0825 D(x): 0.9713 D(G(z)): 0.0019 / 0.1302 [5006/10000][0/13] Loss_D: 0.0011 Loss_G: 23.5266 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [5007/10000][0/13] Loss_D: 0.0061 Loss_G: 17.1207 D(x): 0.9988 D(G(z)): 0.0049 / 0.0026 [5008/10000][0/13] Loss_D: 0.0045 Loss_G: 15.9298 D(x): 0.9997 D(G(z)): 0.0042 / 0.0029 [5009/10000][0/13] Loss_D: 0.6225 Loss_G: 22.5589 D(x): 1.0000 D(G(z)): 0.3012 / 0.0000 [5010/10000][0/13] Loss_D: 0.0008 Loss_G: 24.5027 D(x): 0.9996 D(G(z)): 0.0004 / 0.0003 [5011/10000][0/13] Loss_D: 0.0011 Loss_G: 20.6045 D(x): 0.9994 D(G(z)): 0.0004 / 0.0005 [5012/10000][0/13] Loss_D: 0.0005 Loss_G: 16.3850 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5013/10000][0/13] Loss_D: 0.0090 Loss_G: 16.5773 D(x): 0.9999 D(G(z)): 0.0086 / 0.0003 [5014/10000][0/13] Loss_D: 0.0018 Loss_G: 9.8372 D(x): 0.9997 D(G(z)): 0.0015 / 0.0009 [5015/10000][0/13] Loss_D: 0.0007 Loss_G: 10.3870 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [5016/10000][0/13] Loss_D: 0.0541 Loss_G: 8.9989 D(x): 1.0000 D(G(z)): 0.0482 / 0.0025 [5017/10000][0/13] Loss_D: 0.0004 Loss_G: 14.4514 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [5018/10000][0/13] Loss_D: 0.0019 Loss_G: 11.5034 D(x): 0.9996 D(G(z)): 0.0015 / 0.0013 [5019/10000][0/13] Loss_D: 0.0010 Loss_G: 15.9560 D(x): 0.9999 D(G(z)): 0.0009 / 0.0008 [5020/10000][0/13] Loss_D: 0.0025 Loss_G: 12.3747 D(x): 0.9999 D(G(z)): 0.0023 / 0.0015 [5021/10000][0/13] Loss_D: 0.2585 Loss_G: 21.0814 D(x): 1.0000 D(G(z)): 0.1754 / 0.0000 [5022/10000][0/13] Loss_D: 0.0010 Loss_G: 23.9692 D(x): 0.9994 D(G(z)): 0.0005 / 0.0004 [5023/10000][0/13] Loss_D: 0.0020 Loss_G: 22.4595 D(x): 0.9994 D(G(z)): 0.0014 / 0.0016 [5024/10000][0/13] Loss_D: 0.0012 Loss_G: 19.7051 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [5025/10000][0/13] Loss_D: 0.0011 Loss_G: 14.1283 D(x): 1.0000 D(G(z)): 0.0010 / 0.0011 [5026/10000][0/13] Loss_D: 0.0035 Loss_G: 14.7801 D(x): 0.9998 D(G(z)): 0.0033 / 0.0019 [5027/10000][0/13] Loss_D: 0.9082 Loss_G: 24.1004 D(x): 1.0000 D(G(z)): 0.2561 / 0.0002 [5028/10000][0/13] Loss_D: 0.5657 Loss_G: 28.4448 D(x): 0.9684 D(G(z)): 0.0019 / 0.0016 [5029/10000][0/13] Loss_D: 0.1900 Loss_G: 15.2368 D(x): 0.9415 D(G(z)): 0.0182 / 0.0083 [5030/10000][0/13] Loss_D: 0.0394 Loss_G: 10.8690 D(x): 0.9999 D(G(z)): 0.0251 / 0.0012 [5031/10000][0/13] Loss_D: 0.0046 Loss_G: 7.4501 D(x): 0.9976 D(G(z)): 0.0021 / 0.0016 [5032/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6223 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [5033/10000][0/13] Loss_D: 0.0133 Loss_G: 6.8168 D(x): 0.9981 D(G(z)): 0.0111 / 0.0029 [5034/10000][0/13] Loss_D: 0.0017 Loss_G: 7.5980 D(x): 0.9997 D(G(z)): 0.0014 / 0.0012 [5035/10000][0/13] Loss_D: 0.0003 Loss_G: 10.4250 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [5036/10000][0/13] Loss_D: 0.0051 Loss_G: 6.7921 D(x): 0.9996 D(G(z)): 0.0047 / 0.0025 [5037/10000][0/13] Loss_D: 0.0024 Loss_G: 7.2791 D(x): 0.9997 D(G(z)): 0.0021 / 0.0017 [5038/10000][0/13] Loss_D: 0.7591 Loss_G: 11.0140 D(x): 0.9304 D(G(z)): 0.0001 / 0.0002 [5039/10000][0/13] Loss_D: 0.0035 Loss_G: 7.3955 D(x): 0.9985 D(G(z)): 0.0019 / 0.0016 [5040/10000][0/13] Loss_D: 0.9052 Loss_G: 15.6713 D(x): 0.9684 D(G(z)): 0.0013 / 0.0009 [5041/10000][0/13] Loss_D: 0.0025 Loss_G: 11.9582 D(x): 0.9980 D(G(z)): 0.0006 / 0.0007 [5042/10000][0/13] Loss_D: 0.0062 Loss_G: 7.1610 D(x): 0.9999 D(G(z)): 0.0061 / 0.0031 [5043/10000][0/13] Loss_D: 0.0007 Loss_G: 10.0245 D(x): 1.0000 D(G(z)): 0.0006 / 0.0020 [5044/10000][0/13] Loss_D: 0.0054 Loss_G: 8.1882 D(x): 0.9999 D(G(z)): 0.0051 / 0.0009 [5045/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8810 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [5046/10000][0/13] Loss_D: 0.0011 Loss_G: 8.1634 D(x): 0.9998 D(G(z)): 0.0009 / 0.0008 [5047/10000][0/13] Loss_D: 0.0073 Loss_G: 6.6036 D(x): 0.9999 D(G(z)): 0.0071 / 0.0045 [5048/10000][0/13] Loss_D: 0.0013 Loss_G: 7.6032 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [5049/10000][0/13] Loss_D: 0.0056 Loss_G: 9.2702 D(x): 0.9946 D(G(z)): 0.0001 / 0.0002 [5050/10000][0/13] Loss_D: 0.0013 Loss_G: 7.5767 D(x): 0.9998 D(G(z)): 0.0012 / 0.0010 [5051/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7771 D(x): 0.9997 D(G(z)): 0.0006 / 0.0006 [5052/10000][0/13] Loss_D: 0.0018 Loss_G: 7.8733 D(x): 0.9991 D(G(z)): 0.0008 / 0.0008 [5053/10000][0/13] Loss_D: 0.0257 Loss_G: 13.1587 D(x): 0.9760 D(G(z)): 0.0004 / 0.0009 [5054/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7199 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5055/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0148 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [5056/10000][0/13] Loss_D: 0.0058 Loss_G: 6.1440 D(x): 0.9989 D(G(z)): 0.0047 / 0.0029 [5057/10000][0/13] Loss_D: 0.0009 Loss_G: 8.6465 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [5058/10000][0/13] Loss_D: 0.0076 Loss_G: 6.1946 D(x): 0.9945 D(G(z)): 0.0020 / 0.0027 [5059/10000][0/13] Loss_D: 0.0012 Loss_G: 7.4734 D(x): 0.9999 D(G(z)): 0.0011 / 0.0008 [5060/10000][0/13] Loss_D: 0.0026 Loss_G: 8.3435 D(x): 0.9981 D(G(z)): 0.0007 / 0.0010 [5061/10000][0/13] Loss_D: 0.0022 Loss_G: 6.9000 D(x): 0.9999 D(G(z)): 0.0021 / 0.0017 [5062/10000][0/13] Loss_D: 0.0127 Loss_G: 7.6291 D(x): 0.9999 D(G(z)): 0.0122 / 0.0009 [5063/10000][0/13] Loss_D: 0.0012 Loss_G: 25.6981 D(x): 0.9993 D(G(z)): 0.0005 / 0.0007 [5064/10000][0/13] Loss_D: 0.0001 Loss_G: 28.2683 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5065/10000][0/13] Loss_D: 0.0024 Loss_G: 16.4424 D(x): 0.9997 D(G(z)): 0.0022 / 0.0011 [5066/10000][0/13] Loss_D: 0.0021 Loss_G: 17.4621 D(x): 0.9999 D(G(z)): 0.0020 / 0.0011 [5067/10000][0/13] Loss_D: 0.0010 Loss_G: 13.6452 D(x): 1.0000 D(G(z)): 0.0009 / 0.0005 [5068/10000][0/13] Loss_D: 0.0012 Loss_G: 13.1606 D(x): 1.0000 D(G(z)): 0.0012 / 0.0007 [5069/10000][0/13] Loss_D: 0.0056 Loss_G: 13.8988 D(x): 0.9978 D(G(z)): 0.0034 / 0.0009 [5070/10000][0/13] Loss_D: 0.0217 Loss_G: 29.9792 D(x): 0.9812 D(G(z)): 0.0000 / 0.0000 [5071/10000][0/13] Loss_D: 0.0005 Loss_G: 17.5019 D(x): 0.9996 D(G(z)): 0.0002 / 0.0001 [5072/10000][0/13] Loss_D: 0.0016 Loss_G: 14.2209 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [5073/10000][0/13] Loss_D: 0.0000 Loss_G: 15.7646 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5074/10000][0/13] Loss_D: 0.0027 Loss_G: 9.4504 D(x): 1.0000 D(G(z)): 0.0026 / 0.0008 [5075/10000][0/13] Loss_D: 0.0020 Loss_G: 8.3750 D(x): 1.0000 D(G(z)): 0.0020 / 0.0011 [5076/10000][0/13] Loss_D: 0.0030 Loss_G: 7.1495 D(x): 0.9999 D(G(z)): 0.0029 / 0.0019 [5077/10000][0/13] Loss_D: 0.0018 Loss_G: 8.1883 D(x): 0.9993 D(G(z)): 0.0011 / 0.0008 [5078/10000][0/13] Loss_D: 0.0016 Loss_G: 7.8302 D(x): 0.9995 D(G(z)): 0.0011 / 0.0009 [5079/10000][0/13] Loss_D: 0.0294 Loss_G: 10.0778 D(x): 0.9997 D(G(z)): 0.0212 / 0.0002 [5080/10000][0/13] Loss_D: 0.0034 Loss_G: 12.4484 D(x): 0.9969 D(G(z)): 0.0002 / 0.0002 [5081/10000][0/13] Loss_D: 0.0658 Loss_G: 9.6986 D(x): 0.9446 D(G(z)): 0.0001 / 0.0005 [5082/10000][0/13] Loss_D: 0.0020 Loss_G: 7.1744 D(x): 0.9999 D(G(z)): 0.0019 / 0.0012 [5083/10000][0/13] Loss_D: 1.6568 Loss_G: 29.8360 D(x): 1.0000 D(G(z)): 0.3306 / 0.0014 [5084/10000][0/13] Loss_D: 0.0045 Loss_G: 24.2927 D(x): 1.0000 D(G(z)): 0.0044 / 0.0014 [5085/10000][0/13] Loss_D: 0.0017 Loss_G: 15.0931 D(x): 1.0000 D(G(z)): 0.0017 / 0.0009 [5086/10000][0/13] Loss_D: 0.0017 Loss_G: 10.4146 D(x): 1.0000 D(G(z)): 0.0017 / 0.0006 [5087/10000][0/13] Loss_D: 0.0656 Loss_G: 9.9379 D(x): 1.0000 D(G(z)): 0.0582 / 0.0004 [5088/10000][0/13] Loss_D: 0.0038 Loss_G: 8.1800 D(x): 0.9999 D(G(z)): 0.0038 / 0.0020 [5089/10000][0/13] Loss_D: 0.0447 Loss_G: 10.7288 D(x): 1.0000 D(G(z)): 0.0409 / 0.0011 [5090/10000][0/13] Loss_D: 0.0001 Loss_G: 13.8507 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [5091/10000][0/13] Loss_D: 0.0031 Loss_G: 6.8452 D(x): 0.9999 D(G(z)): 0.0031 / 0.0021 [5092/10000][0/13] Loss_D: 0.0026 Loss_G: 6.8660 D(x): 0.9999 D(G(z)): 0.0026 / 0.0015 [5093/10000][0/13] Loss_D: 0.0027 Loss_G: 7.0790 D(x): 0.9990 D(G(z)): 0.0017 / 0.0012 [5094/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5285 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5095/10000][0/13] Loss_D: 0.0040 Loss_G: 5.9596 D(x): 0.9999 D(G(z)): 0.0039 / 0.0039 [5096/10000][0/13] Loss_D: 0.0101 Loss_G: 6.6302 D(x): 0.9984 D(G(z)): 0.0079 / 0.0116 [5097/10000][0/13] Loss_D: 0.0044 Loss_G: 6.3433 D(x): 1.0000 D(G(z)): 0.0044 / 0.0023 [5098/10000][0/13] Loss_D: 0.0013 Loss_G: 7.4002 D(x): 0.9999 D(G(z)): 0.0012 / 0.0009 [5099/10000][0/13] Loss_D: 0.0010 Loss_G: 8.1596 D(x): 0.9996 D(G(z)): 0.0006 / 0.0005 [5100/10000][0/13] Loss_D: 0.0008 Loss_G: 10.3196 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [5101/10000][0/13] Loss_D: 0.0009 Loss_G: 7.7879 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [5102/10000][0/13] Loss_D: 0.0017 Loss_G: 7.2464 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [5103/10000][0/13] Loss_D: 0.0004 Loss_G: 8.3541 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [5104/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6632 D(x): 0.9997 D(G(z)): 0.0004 / 0.0004 [5105/10000][0/13] Loss_D: 0.0034 Loss_G: 6.8026 D(x): 0.9995 D(G(z)): 0.0029 / 0.0021 [5106/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0087 D(x): 0.9998 D(G(z)): 0.0005 / 0.0005 [5107/10000][0/13] Loss_D: 0.3170 Loss_G: 14.6368 D(x): 1.0000 D(G(z)): 0.1566 / 0.0001 [5108/10000][0/13] Loss_D: 0.0064 Loss_G: 17.6285 D(x): 1.0000 D(G(z)): 0.0061 / 0.0003 [5109/10000][0/13] Loss_D: 0.0026 Loss_G: 12.8557 D(x): 0.9988 D(G(z)): 0.0014 / 0.0011 [5110/10000][0/13] Loss_D: 0.0032 Loss_G: 7.5600 D(x): 0.9984 D(G(z)): 0.0016 / 0.0013 [5111/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7482 D(x): 1.0000 D(G(z)): 0.0017 / 0.0016 [5112/10000][0/13] Loss_D: 0.0013 Loss_G: 7.3270 D(x): 0.9999 D(G(z)): 0.0012 / 0.0010 [5113/10000][0/13] Loss_D: 0.0006 Loss_G: 8.6150 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [5114/10000][0/13] Loss_D: 0.0014 Loss_G: 7.5630 D(x): 1.0000 D(G(z)): 0.0014 / 0.0013 [5115/10000][0/13] Loss_D: 0.0021 Loss_G: 8.2878 D(x): 0.9985 D(G(z)): 0.0006 / 0.0006 [5116/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7882 D(x): 0.9996 D(G(z)): 0.0005 / 0.0004 [5117/10000][0/13] Loss_D: 0.0009 Loss_G: 7.8894 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [5118/10000][0/13] Loss_D: 0.0897 Loss_G: 6.5167 D(x): 0.9689 D(G(z)): 0.0024 / 0.0038 [5119/10000][0/13] Loss_D: 0.0056 Loss_G: 10.3659 D(x): 0.9982 D(G(z)): 0.0038 / 0.0029 [5120/10000][0/13] Loss_D: 0.0048 Loss_G: 12.4228 D(x): 0.9962 D(G(z)): 0.0010 / 0.0009 [5121/10000][0/13] Loss_D: 0.0397 Loss_G: 10.5686 D(x): 0.9674 D(G(z)): 0.0009 / 0.0018 [5122/10000][0/13] Loss_D: 0.0012 Loss_G: 13.3847 D(x): 0.9990 D(G(z)): 0.0002 / 0.0002 [5123/10000][0/13] Loss_D: 0.0153 Loss_G: 10.7972 D(x): 0.9998 D(G(z)): 0.0145 / 0.0049 [5124/10000][0/13] Loss_D: 0.0003 Loss_G: 12.9008 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5125/10000][0/13] Loss_D: 0.0030 Loss_G: 8.5903 D(x): 0.9993 D(G(z)): 0.0023 / 0.0009 [5126/10000][0/13] Loss_D: 0.1192 Loss_G: 8.6239 D(x): 0.9663 D(G(z)): 0.0092 / 0.0024 [5127/10000][0/13] Loss_D: 0.2837 Loss_G: 20.0755 D(x): 0.9682 D(G(z)): 0.0000 / 0.0001 [5128/10000][0/13] Loss_D: 0.0002 Loss_G: 14.3340 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5129/10000][0/13] Loss_D: 0.0021 Loss_G: 15.8174 D(x): 0.9998 D(G(z)): 0.0019 / 0.0012 [5130/10000][0/13] Loss_D: 0.0029 Loss_G: 14.2793 D(x): 0.9997 D(G(z)): 0.0025 / 0.0018 [5131/10000][0/13] Loss_D: 0.1637 Loss_G: 14.4264 D(x): 1.0000 D(G(z)): 0.0937 / 0.0004 [5132/10000][0/13] Loss_D: 0.0057 Loss_G: 12.8312 D(x): 0.9999 D(G(z)): 0.0056 / 0.0026 [5133/10000][0/13] Loss_D: 0.0016 Loss_G: 12.0091 D(x): 0.9995 D(G(z)): 0.0011 / 0.0009 [5134/10000][0/13] Loss_D: 0.0097 Loss_G: 11.8100 D(x): 0.9929 D(G(z)): 0.0021 / 0.0024 [5135/10000][0/13] Loss_D: 0.0053 Loss_G: 11.1589 D(x): 0.9953 D(G(z)): 0.0005 / 0.0004 [5136/10000][0/13] Loss_D: 0.0014 Loss_G: 9.3690 D(x): 0.9995 D(G(z)): 0.0009 / 0.0010 [5137/10000][0/13] Loss_D: 0.0035 Loss_G: 7.5855 D(x): 0.9996 D(G(z)): 0.0031 / 0.0019 [5138/10000][0/13] Loss_D: 0.0011 Loss_G: 7.8102 D(x): 0.9999 D(G(z)): 0.0010 / 0.0009 [5139/10000][0/13] Loss_D: 0.0014 Loss_G: 8.4099 D(x): 0.9996 D(G(z)): 0.0010 / 0.0005 [5140/10000][0/13] Loss_D: 0.0212 Loss_G: 6.3481 D(x): 0.9832 D(G(z)): 0.0016 / 0.0361 [5141/10000][0/13] Loss_D: 0.0003 Loss_G: 10.3613 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5142/10000][0/13] Loss_D: 0.0107 Loss_G: 7.8903 D(x): 0.9998 D(G(z)): 0.0099 / 0.0071 [5143/10000][0/13] Loss_D: 0.0016 Loss_G: 8.0994 D(x): 0.9999 D(G(z)): 0.0015 / 0.0012 [5144/10000][0/13] Loss_D: 0.0022 Loss_G: 7.1526 D(x): 1.0000 D(G(z)): 0.0022 / 0.0016 [5145/10000][0/13] Loss_D: 0.0016 Loss_G: 8.7414 D(x): 0.9993 D(G(z)): 0.0009 / 0.0008 [5146/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6104 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [5147/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6264 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5148/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4555 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5149/10000][0/13] Loss_D: 0.0015 Loss_G: 9.8199 D(x): 0.9987 D(G(z)): 0.0002 / 0.0002 [5150/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2963 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5151/10000][0/13] Loss_D: 0.0020 Loss_G: 6.9615 D(x): 1.0000 D(G(z)): 0.0020 / 0.0095 [5152/10000][0/13] Loss_D: 0.0002 Loss_G: 11.9064 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [5153/10000][0/13] Loss_D: 0.0000 Loss_G: 16.7506 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5154/10000][0/13] Loss_D: 0.0002 Loss_G: 11.8108 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5155/10000][0/13] Loss_D: 0.0003 Loss_G: 9.9667 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5156/10000][0/13] Loss_D: 0.0004 Loss_G: 9.7988 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [5157/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8873 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [5158/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8908 D(x): 1.0000 D(G(z)): 0.0007 / 0.0024 [5159/10000][0/13] Loss_D: 0.0011 Loss_G: 8.6664 D(x): 0.9996 D(G(z)): 0.0007 / 0.0007 [5160/10000][0/13] Loss_D: 0.0006 Loss_G: 9.2782 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [5161/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4568 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5162/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2843 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [5163/10000][0/13] Loss_D: 0.0119 Loss_G: 6.9949 D(x): 1.0000 D(G(z)): 0.0115 / 0.0030 [5164/10000][0/13] Loss_D: 0.0042 Loss_G: 7.2983 D(x): 0.9976 D(G(z)): 0.0017 / 0.0016 [5165/10000][0/13] Loss_D: 0.0006 Loss_G: 8.6579 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [5166/10000][0/13] Loss_D: 0.0002 Loss_G: 10.6509 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5167/10000][0/13] Loss_D: 0.0024 Loss_G: 7.2977 D(x): 0.9998 D(G(z)): 0.0023 / 0.0018 [5168/10000][0/13] Loss_D: 0.0005 Loss_G: 9.7260 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [5169/10000][0/13] Loss_D: 0.0014 Loss_G: 8.4054 D(x): 0.9999 D(G(z)): 0.0013 / 0.0011 [5170/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4889 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [5171/10000][0/13] Loss_D: 0.0010 Loss_G: 7.7128 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [5172/10000][0/13] Loss_D: 0.0004 Loss_G: 9.8745 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [5173/10000][0/13] Loss_D: 0.0109 Loss_G: 6.8097 D(x): 0.9919 D(G(z)): 0.0026 / 0.0026 [5174/10000][0/13] Loss_D: 0.1763 Loss_G: 9.7283 D(x): 0.9686 D(G(z)): 0.0006 / 0.0005 [5175/10000][0/13] Loss_D: 0.0007 Loss_G: 8.9290 D(x): 0.9996 D(G(z)): 0.0003 / 0.0002 [5176/10000][0/13] Loss_D: 0.0147 Loss_G: 13.2180 D(x): 0.9877 D(G(z)): 0.0013 / 0.0009 [5177/10000][0/13] Loss_D: 0.0010 Loss_G: 9.6068 D(x): 0.9995 D(G(z)): 0.0006 / 0.0004 [5178/10000][0/13] Loss_D: 0.0005 Loss_G: 9.0487 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [5179/10000][0/13] Loss_D: 0.0010 Loss_G: 8.6058 D(x): 0.9994 D(G(z)): 0.0004 / 0.0003 [5180/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0107 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [5181/10000][0/13] Loss_D: 0.0011 Loss_G: 8.6127 D(x): 0.9997 D(G(z)): 0.0008 / 0.0006 [5182/10000][0/13] Loss_D: 0.0177 Loss_G: 6.4886 D(x): 0.9999 D(G(z)): 0.0171 / 0.0032 [5183/10000][0/13] Loss_D: 0.0695 Loss_G: 10.1063 D(x): 0.9999 D(G(z)): 0.0427 / 0.0002 [5184/10000][0/13] Loss_D: 0.0003 Loss_G: 10.7823 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [5185/10000][0/13] Loss_D: 0.0009 Loss_G: 9.3844 D(x): 0.9995 D(G(z)): 0.0004 / 0.0003 [5186/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7655 D(x): 1.0000 D(G(z)): 0.0008 / 0.0017 [5187/10000][0/13] Loss_D: 0.0016 Loss_G: 9.5632 D(x): 0.9987 D(G(z)): 0.0002 / 0.0002 [5188/10000][0/13] Loss_D: 0.0007 Loss_G: 8.3078 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [5189/10000][0/13] Loss_D: 0.0032 Loss_G: 9.1636 D(x): 0.9971 D(G(z)): 0.0002 / 0.0003 [5190/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4129 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5191/10000][0/13] Loss_D: 0.0001 Loss_G: 20.4672 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5192/10000][0/13] Loss_D: 0.0002 Loss_G: 22.0190 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [5193/10000][0/13] Loss_D: 0.0004 Loss_G: 21.9881 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [5194/10000][0/13] Loss_D: 3.1291 Loss_G: 22.0794 D(x): 1.0000 D(G(z)): 0.0353 / 0.0317 [5195/10000][0/13] Loss_D: 0.0042 Loss_G: 18.7393 D(x): 1.0000 D(G(z)): 0.0041 / 0.0010 [5196/10000][0/13] Loss_D: 0.0012 Loss_G: 16.6774 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [5197/10000][0/13] Loss_D: 0.0010 Loss_G: 16.7550 D(x): 1.0000 D(G(z)): 0.0009 / 0.0006 [5198/10000][0/13] Loss_D: 0.0035 Loss_G: 18.7275 D(x): 1.0000 D(G(z)): 0.0035 / 0.0009 [5199/10000][0/13] Loss_D: 0.4826 Loss_G: 20.1831 D(x): 1.0000 D(G(z)): 0.1054 / 0.0001 [5200/10000][0/13] Loss_D: 0.0009 Loss_G: 16.3451 D(x): 0.9999 D(G(z)): 0.0008 / 0.0005 [5201/10000][0/13] Loss_D: 0.0040 Loss_G: 12.2408 D(x): 0.9995 D(G(z)): 0.0034 / 0.0035 [5202/10000][0/13] Loss_D: 0.0304 Loss_G: 13.9590 D(x): 0.9998 D(G(z)): 0.0261 / 0.0001 [5203/10000][0/13] Loss_D: 0.0011 Loss_G: 12.9246 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [5204/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4901 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [5205/10000][0/13] Loss_D: 0.0008 Loss_G: 8.8910 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [5206/10000][0/13] Loss_D: 0.0023 Loss_G: 10.5311 D(x): 0.9979 D(G(z)): 0.0001 / 0.0001 [5207/10000][0/13] Loss_D: 0.0014 Loss_G: 7.4474 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [5208/10000][0/13] Loss_D: 0.0007 Loss_G: 9.0761 D(x): 0.9997 D(G(z)): 0.0004 / 0.0003 [5209/10000][0/13] Loss_D: 0.0039 Loss_G: 6.6309 D(x): 1.0000 D(G(z)): 0.0039 / 0.0022 [5210/10000][0/13] Loss_D: 0.0014 Loss_G: 7.7580 D(x): 0.9997 D(G(z)): 0.0011 / 0.0013 [5211/10000][0/13] Loss_D: 0.0063 Loss_G: 8.9767 D(x): 0.9942 D(G(z)): 0.0003 / 0.0003 [5212/10000][0/13] Loss_D: 0.0018 Loss_G: 7.7544 D(x): 0.9998 D(G(z)): 0.0016 / 0.0012 [5213/10000][0/13] Loss_D: 0.0851 Loss_G: 39.3862 D(x): 1.0000 D(G(z)): 0.0626 / 0.0002 [5214/10000][0/13] Loss_D: 0.0003 Loss_G: 24.1178 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5215/10000][0/13] Loss_D: 0.0009 Loss_G: 22.2869 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [5216/10000][0/13] Loss_D: 0.0021 Loss_G: 20.4508 D(x): 0.9983 D(G(z)): 0.0004 / 0.0003 [5217/10000][0/13] Loss_D: 0.0002 Loss_G: 14.0767 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5218/10000][0/13] Loss_D: 0.0000 Loss_G: 15.1637 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5219/10000][0/13] Loss_D: 0.0051 Loss_G: 10.6044 D(x): 0.9993 D(G(z)): 0.0043 / 0.0023 [5220/10000][0/13] Loss_D: 0.0199 Loss_G: 9.1190 D(x): 0.9972 D(G(z)): 0.0166 / 0.0025 [5221/10000][0/13] Loss_D: 0.0019 Loss_G: 7.9141 D(x): 1.0000 D(G(z)): 0.0019 / 0.0036 [5222/10000][0/13] Loss_D: 0.0002 Loss_G: 10.9686 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [5223/10000][0/13] Loss_D: 0.0014 Loss_G: 7.8012 D(x): 1.0000 D(G(z)): 0.0013 / 0.0009 [5224/10000][0/13] Loss_D: 0.0018 Loss_G: 7.4783 D(x): 0.9998 D(G(z)): 0.0016 / 0.0013 [5225/10000][0/13] Loss_D: 0.2171 Loss_G: 39.7923 D(x): 0.9983 D(G(z)): 0.1023 / 0.0010 [5226/10000][0/13] Loss_D: 0.0007 Loss_G: 23.0216 D(x): 1.0000 D(G(z)): 0.0007 / 0.0003 [5227/10000][0/13] Loss_D: 0.0031 Loss_G: 16.2317 D(x): 0.9999 D(G(z)): 0.0030 / 0.0015 [5228/10000][0/13] Loss_D: 0.0164 Loss_G: 17.9637 D(x): 1.0000 D(G(z)): 0.0161 / 0.0017 [5229/10000][0/13] Loss_D: 0.0021 Loss_G: 11.5267 D(x): 0.9993 D(G(z)): 0.0014 / 0.0006 [5230/10000][0/13] Loss_D: 0.0325 Loss_G: 34.8389 D(x): 0.9718 D(G(z)): 0.0000 / 0.0000 [5231/10000][0/13] Loss_D: 0.0019 Loss_G: 28.8028 D(x): 0.9987 D(G(z)): 0.0006 / 0.0002 [5232/10000][0/13] Loss_D: 0.0020 Loss_G: 26.1085 D(x): 1.0000 D(G(z)): 0.0020 / 0.0011 [5233/10000][0/13] Loss_D: 0.0002 Loss_G: 21.1728 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [5234/10000][0/13] Loss_D: 0.0002 Loss_G: 12.8969 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5235/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0845 D(x): 0.9999 D(G(z)): 0.0007 / 0.0013 [5236/10000][0/13] Loss_D: 0.0025 Loss_G: 7.2233 D(x): 0.9993 D(G(z)): 0.0019 / 0.0013 [5237/10000][0/13] Loss_D: 0.0235 Loss_G: 10.4760 D(x): 0.9781 D(G(z)): 0.0002 / 0.0003 [5238/10000][0/13] Loss_D: 1.0047 Loss_G: 21.2745 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [5239/10000][0/13] Loss_D: 0.0026 Loss_G: 17.7436 D(x): 1.0000 D(G(z)): 0.0026 / 0.0014 [5240/10000][0/13] Loss_D: 0.0026 Loss_G: 9.4986 D(x): 0.9981 D(G(z)): 0.0007 / 0.0007 [5241/10000][0/13] Loss_D: 0.3085 Loss_G: 17.0942 D(x): 1.0000 D(G(z)): 0.1845 / 0.0001 [5242/10000][0/13] Loss_D: 0.0029 Loss_G: 11.4493 D(x): 1.0000 D(G(z)): 0.0029 / 0.0021 [5243/10000][0/13] Loss_D: 0.0053 Loss_G: 8.0052 D(x): 0.9990 D(G(z)): 0.0043 / 0.0016 [5244/10000][0/13] Loss_D: 0.0010 Loss_G: 8.9119 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [5245/10000][0/13] Loss_D: 0.0008 Loss_G: 9.0787 D(x): 0.9999 D(G(z)): 0.0007 / 0.0005 [5246/10000][0/13] Loss_D: 0.0032 Loss_G: 7.9608 D(x): 0.9981 D(G(z)): 0.0012 / 0.0010 [5247/10000][0/13] Loss_D: 0.0018 Loss_G: 7.5628 D(x): 0.9998 D(G(z)): 0.0016 / 0.0012 [5248/10000][0/13] Loss_D: 0.0023 Loss_G: 6.7686 D(x): 0.9998 D(G(z)): 0.0021 / 0.0015 [5249/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1481 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5250/10000][0/13] Loss_D: 0.0020 Loss_G: 6.9661 D(x): 0.9999 D(G(z)): 0.0019 / 0.0014 [5251/10000][0/13] Loss_D: 0.0036 Loss_G: 6.7645 D(x): 0.9997 D(G(z)): 0.0033 / 0.0030 [5252/10000][0/13] Loss_D: 0.0014 Loss_G: 6.4593 D(x): 0.9999 D(G(z)): 0.0013 / 0.0039 [5253/10000][0/13] Loss_D: 0.0013 Loss_G: 7.7167 D(x): 0.9997 D(G(z)): 0.0009 / 0.0007 [5254/10000][0/13] Loss_D: 0.0029 Loss_G: 7.1310 D(x): 0.9995 D(G(z)): 0.0024 / 0.0015 [5255/10000][0/13] Loss_D: 0.3980 Loss_G: 13.3264 D(x): 0.9211 D(G(z)): 0.0002 / 0.0006 [5256/10000][0/13] Loss_D: 0.0007 Loss_G: 8.7526 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [5257/10000][0/13] Loss_D: 0.0014 Loss_G: 7.4044 D(x): 0.9999 D(G(z)): 0.0014 / 0.0010 [5258/10000][0/13] Loss_D: 0.0037 Loss_G: 6.4305 D(x): 1.0000 D(G(z)): 0.0037 / 0.0025 [5259/10000][0/13] Loss_D: 0.0059 Loss_G: 6.2832 D(x): 0.9985 D(G(z)): 0.0044 / 0.0027 [5260/10000][0/13] Loss_D: 0.0019 Loss_G: 7.1615 D(x): 0.9998 D(G(z)): 0.0017 / 0.0014 [5261/10000][0/13] Loss_D: 0.0006 Loss_G: 8.6294 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [5262/10000][0/13] Loss_D: 0.5918 Loss_G: 11.3889 D(x): 1.0000 D(G(z)): 0.1514 / 0.0002 [5263/10000][0/13] Loss_D: 0.0042 Loss_G: 10.1057 D(x): 1.0000 D(G(z)): 0.0041 / 0.0021 [5264/10000][0/13] Loss_D: 0.0004 Loss_G: 11.4710 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5265/10000][0/13] Loss_D: 0.0003 Loss_G: 11.2400 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5266/10000][0/13] Loss_D: 0.0036 Loss_G: 9.2150 D(x): 0.9971 D(G(z)): 0.0007 / 0.0007 [5267/10000][0/13] Loss_D: 0.0017 Loss_G: 10.1420 D(x): 1.0000 D(G(z)): 0.0017 / 0.0012 [5268/10000][0/13] Loss_D: 0.0027 Loss_G: 7.1292 D(x): 0.9995 D(G(z)): 0.0022 / 0.0020 [5269/10000][0/13] Loss_D: 0.0007 Loss_G: 10.3708 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [5270/10000][0/13] Loss_D: 0.0007 Loss_G: 8.9830 D(x): 0.9996 D(G(z)): 0.0003 / 0.0003 [5271/10000][0/13] Loss_D: 0.0036 Loss_G: 8.7566 D(x): 0.9973 D(G(z)): 0.0009 / 0.0007 [5272/10000][0/13] Loss_D: 0.0014 Loss_G: 8.6290 D(x): 0.9993 D(G(z)): 0.0007 / 0.0006 [5273/10000][0/13] Loss_D: 0.0019 Loss_G: 7.3926 D(x): 1.0000 D(G(z)): 0.0018 / 0.0027 [5274/10000][0/13] Loss_D: 0.2065 Loss_G: 7.4786 D(x): 1.0000 D(G(z)): 0.0643 / 0.0021 [5275/10000][0/13] Loss_D: 0.0003 Loss_G: 10.7257 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5276/10000][0/13] Loss_D: 0.0103 Loss_G: 6.5158 D(x): 0.9958 D(G(z)): 0.0060 / 0.0033 [5277/10000][0/13] Loss_D: 0.0066 Loss_G: 7.6343 D(x): 0.9944 D(G(z)): 0.0009 / 0.0008 [5278/10000][0/13] Loss_D: 0.0016 Loss_G: 7.3016 D(x): 1.0000 D(G(z)): 0.0016 / 0.0014 [5279/10000][0/13] Loss_D: 0.0394 Loss_G: 31.2367 D(x): 0.9995 D(G(z)): 0.0368 / 0.0005 [5280/10000][0/13] Loss_D: 0.0007 Loss_G: 17.2780 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5281/10000][0/13] Loss_D: 0.0003 Loss_G: 16.2530 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [5282/10000][0/13] Loss_D: 0.0009 Loss_G: 14.2508 D(x): 0.9999 D(G(z)): 0.0008 / 0.0005 [5283/10000][0/13] Loss_D: 0.4146 Loss_G: 33.9518 D(x): 1.0000 D(G(z)): 0.2893 / 0.0000 [5284/10000][0/13] Loss_D: 0.0066 Loss_G: 20.3784 D(x): 1.0000 D(G(z)): 0.0064 / 0.0008 [5285/10000][0/13] Loss_D: 0.0000 Loss_G: 25.4122 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5286/10000][0/13] Loss_D: 0.0186 Loss_G: 23.4898 D(x): 0.9972 D(G(z)): 0.0147 / 0.0000 [5287/10000][0/13] Loss_D: 0.0004 Loss_G: 26.5193 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5288/10000][0/13] Loss_D: 0.0004 Loss_G: 17.1212 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [5289/10000][0/13] Loss_D: 0.0038 Loss_G: 15.9858 D(x): 1.0000 D(G(z)): 0.0038 / 0.0020 [5290/10000][0/13] Loss_D: 0.0015 Loss_G: 13.4608 D(x): 0.9999 D(G(z)): 0.0014 / 0.0009 [5291/10000][0/13] Loss_D: 0.0081 Loss_G: 10.2666 D(x): 1.0000 D(G(z)): 0.0080 / 0.0036 [5292/10000][0/13] Loss_D: 0.0002 Loss_G: 10.9486 D(x): 1.0000 D(G(z)): 0.0002 / 0.0003 [5293/10000][0/13] Loss_D: 0.0021 Loss_G: 9.8955 D(x): 0.9988 D(G(z)): 0.0009 / 0.0006 [5294/10000][0/13] Loss_D: 0.0016 Loss_G: 9.3560 D(x): 0.9999 D(G(z)): 0.0014 / 0.0011 [5295/10000][0/13] Loss_D: 0.0132 Loss_G: 19.9267 D(x): 0.9876 D(G(z)): 0.0000 / 0.0000 [5296/10000][0/13] Loss_D: 0.0004 Loss_G: 12.8397 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [5297/10000][0/13] Loss_D: 0.0023 Loss_G: 10.2331 D(x): 0.9979 D(G(z)): 0.0002 / 0.0002 [5298/10000][0/13] Loss_D: 0.0024 Loss_G: 7.3524 D(x): 0.9998 D(G(z)): 0.0022 / 0.0014 [5299/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2632 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [5300/10000][0/13] Loss_D: 0.0018 Loss_G: 7.1170 D(x): 1.0000 D(G(z)): 0.0018 / 0.0013 [5301/10000][0/13] Loss_D: 0.0022 Loss_G: 7.3874 D(x): 0.9995 D(G(z)): 0.0018 / 0.0011 [5302/10000][0/13] Loss_D: 0.0003 Loss_G: 15.1695 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [5303/10000][0/13] Loss_D: 0.0033 Loss_G: 22.6148 D(x): 0.9998 D(G(z)): 0.0030 / 0.0013 [5304/10000][0/13] Loss_D: 1.1639 Loss_G: 23.0468 D(x): 0.9685 D(G(z)): 0.0001 / 0.0001 [5305/10000][0/13] Loss_D: 2.1285 Loss_G: 20.1160 D(x): 0.9375 D(G(z)): 0.0031 / 0.0019 [5306/10000][0/13] Loss_D: 0.0002 Loss_G: 15.6551 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [5307/10000][0/13] Loss_D: 0.0008 Loss_G: 8.1159 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [5308/10000][0/13] Loss_D: 0.0016 Loss_G: 8.8015 D(x): 0.9987 D(G(z)): 0.0003 / 0.0003 [5309/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1236 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5310/10000][0/13] Loss_D: 0.0047 Loss_G: 6.8533 D(x): 0.9975 D(G(z)): 0.0023 / 0.0018 [5311/10000][0/13] Loss_D: 0.0007 Loss_G: 10.4544 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [5312/10000][0/13] Loss_D: 0.3312 Loss_G: 3.5541 D(x): 0.8561 D(G(z)): 0.0005 / 0.2815 [5313/10000][0/13] Loss_D: 0.0000 Loss_G: 27.4583 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5314/10000][0/13] Loss_D: 0.0002 Loss_G: 15.4693 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [5315/10000][0/13] Loss_D: 0.0007 Loss_G: 13.8370 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [5316/10000][0/13] Loss_D: 0.0018 Loss_G: 11.5842 D(x): 0.9998 D(G(z)): 0.0016 / 0.0012 [5317/10000][0/13] Loss_D: 0.0022 Loss_G: 10.4962 D(x): 1.0000 D(G(z)): 0.0022 / 0.0015 [5318/10000][0/13] Loss_D: 0.0004 Loss_G: 9.6645 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [5319/10000][0/13] Loss_D: 0.0022 Loss_G: 7.7188 D(x): 0.9999 D(G(z)): 0.0021 / 0.0015 [5320/10000][0/13] Loss_D: 0.0026 Loss_G: 6.9321 D(x): 1.0000 D(G(z)): 0.0026 / 0.0018 [5321/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0270 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [5322/10000][0/13] Loss_D: 0.0006 Loss_G: 10.3382 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5323/10000][0/13] Loss_D: 0.0001 Loss_G: 10.9053 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5324/10000][0/13] Loss_D: 0.0003 Loss_G: 10.6005 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [5325/10000][0/13] Loss_D: 0.0042 Loss_G: 6.5648 D(x): 1.0000 D(G(z)): 0.0041 / 0.0069 [5326/10000][0/13] Loss_D: 0.0055 Loss_G: 7.7621 D(x): 1.0000 D(G(z)): 0.0054 / 0.0034 [5327/10000][0/13] Loss_D: 0.0015 Loss_G: 9.5104 D(x): 0.9990 D(G(z)): 0.0005 / 0.0005 [5328/10000][0/13] Loss_D: 0.0008 Loss_G: 10.3599 D(x): 0.9996 D(G(z)): 0.0004 / 0.0004 [5329/10000][0/13] Loss_D: 0.0031 Loss_G: 10.0623 D(x): 0.9976 D(G(z)): 0.0007 / 0.0006 [5330/10000][0/13] Loss_D: 0.0011 Loss_G: 15.4554 D(x): 0.9990 D(G(z)): 0.0001 / 0.0001 [5331/10000][0/13] Loss_D: 0.0009 Loss_G: 15.8091 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [5332/10000][0/13] Loss_D: 0.0008 Loss_G: 14.5879 D(x): 0.9996 D(G(z)): 0.0003 / 0.0003 [5333/10000][0/13] Loss_D: 0.0018 Loss_G: 12.9339 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [5334/10000][0/13] Loss_D: 0.0009 Loss_G: 12.9428 D(x): 0.9996 D(G(z)): 0.0004 / 0.0003 [5335/10000][0/13] Loss_D: 0.0062 Loss_G: 11.8058 D(x): 0.9943 D(G(z)): 0.0004 / 0.0004 [5336/10000][0/13] Loss_D: 0.0001 Loss_G: 11.4052 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [5337/10000][0/13] Loss_D: 0.0030 Loss_G: 7.9165 D(x): 0.9993 D(G(z)): 0.0022 / 0.0012 [5338/10000][0/13] Loss_D: 0.0014 Loss_G: 7.6813 D(x): 0.9998 D(G(z)): 0.0012 / 0.0009 [5339/10000][0/13] Loss_D: 0.0099 Loss_G: 6.7150 D(x): 0.9941 D(G(z)): 0.0034 / 0.0025 [5340/10000][0/13] Loss_D: 0.0010 Loss_G: 9.1063 D(x): 0.9992 D(G(z)): 0.0002 / 0.0002 [5341/10000][0/13] Loss_D: 0.0015 Loss_G: 8.5288 D(x): 0.9991 D(G(z)): 0.0006 / 0.0005 [5342/10000][0/13] Loss_D: 0.0003 Loss_G: 10.7454 D(x): 0.9997 D(G(z)): 0.0001 / 0.0000 [5343/10000][0/13] Loss_D: 0.0003 Loss_G: 15.6610 D(x): 0.9999 D(G(z)): 0.0002 / 0.0012 [5344/10000][0/13] Loss_D: 0.0007 Loss_G: 11.4217 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [5345/10000][0/13] Loss_D: 0.0044 Loss_G: 12.3575 D(x): 0.9970 D(G(z)): 0.0014 / 0.0005 [5346/10000][0/13] Loss_D: 0.0004 Loss_G: 13.9149 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [5347/10000][0/13] Loss_D: 0.0032 Loss_G: 6.4469 D(x): 0.9997 D(G(z)): 0.0028 / 0.0033 [5348/10000][0/13] Loss_D: 0.0079 Loss_G: 7.8897 D(x): 0.9999 D(G(z)): 0.0074 / 0.0038 [5349/10000][0/13] Loss_D: 0.0006 Loss_G: 8.8803 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [5350/10000][0/13] Loss_D: 0.0002 Loss_G: 11.5330 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [5351/10000][0/13] Loss_D: 0.0008 Loss_G: 9.1855 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [5352/10000][0/13] Loss_D: 0.0005 Loss_G: 9.8979 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5353/10000][0/13] Loss_D: 0.0019 Loss_G: 7.9843 D(x): 0.9999 D(G(z)): 0.0019 / 0.0008 [5354/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9906 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5355/10000][0/13] Loss_D: 0.0411 Loss_G: 21.2841 D(x): 0.9711 D(G(z)): 0.0002 / 0.0004 [5356/10000][0/13] Loss_D: 0.0134 Loss_G: 8.8226 D(x): 0.9999 D(G(z)): 0.0122 / 0.0004 [5357/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6151 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5358/10000][0/13] Loss_D: 0.0006 Loss_G: 9.3660 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5359/10000][0/13] Loss_D: 3.2162 Loss_G: 10.5162 D(x): 0.9998 D(G(z)): 0.0914 / 0.0318 [5360/10000][0/13] Loss_D: 0.0007 Loss_G: 19.7849 D(x): 0.9993 D(G(z)): 0.0000 / 0.0000 [5361/10000][0/13] Loss_D: 0.0035 Loss_G: 18.4900 D(x): 1.0000 D(G(z)): 0.0034 / 0.0015 [5362/10000][0/13] Loss_D: 0.0021 Loss_G: 19.7610 D(x): 1.0000 D(G(z)): 0.0021 / 0.0012 [5363/10000][0/13] Loss_D: 0.0066 Loss_G: 25.1178 D(x): 0.9994 D(G(z)): 0.0059 / 0.0017 [5364/10000][0/13] Loss_D: 0.0010 Loss_G: 22.7782 D(x): 0.9997 D(G(z)): 0.0008 / 0.0007 [5365/10000][0/13] Loss_D: 0.0020 Loss_G: 22.4117 D(x): 0.9985 D(G(z)): 0.0005 / 0.0005 [5366/10000][0/13] Loss_D: 0.1459 Loss_G: 23.1749 D(x): 0.9503 D(G(z)): 0.0000 / 0.0479 [5367/10000][0/13] Loss_D: 0.0003 Loss_G: 22.3200 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5368/10000][0/13] Loss_D: 0.0020 Loss_G: 14.4760 D(x): 0.9987 D(G(z)): 0.0007 / 0.0004 [5369/10000][0/13] Loss_D: 0.0009 Loss_G: 14.8202 D(x): 0.9999 D(G(z)): 0.0009 / 0.0009 [5370/10000][0/13] Loss_D: 0.0003 Loss_G: 10.2315 D(x): 0.9999 D(G(z)): 0.0002 / 0.0003 [5371/10000][0/13] Loss_D: 0.0014 Loss_G: 7.9880 D(x): 0.9999 D(G(z)): 0.0013 / 0.0009 [5372/10000][0/13] Loss_D: 0.0548 Loss_G: 9.2481 D(x): 1.0000 D(G(z)): 0.0520 / 0.0021 [5373/10000][0/13] Loss_D: 0.0002 Loss_G: 11.7628 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5374/10000][0/13] Loss_D: 0.0015 Loss_G: 8.1246 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [5375/10000][0/13] Loss_D: 0.0015 Loss_G: 7.9616 D(x): 0.9992 D(G(z)): 0.0007 / 0.0006 [5376/10000][0/13] Loss_D: 0.0013 Loss_G: 7.7713 D(x): 0.9997 D(G(z)): 0.0010 / 0.0009 [5377/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8734 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [5378/10000][0/13] Loss_D: 0.9412 Loss_G: 33.1807 D(x): 0.9101 D(G(z)): 0.0420 / 0.0000 [5379/10000][0/13] Loss_D: 0.0000 Loss_G: 28.5334 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5380/10000][0/13] Loss_D: 0.0010 Loss_G: 19.9331 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [5381/10000][0/13] Loss_D: 0.0017 Loss_G: 20.6088 D(x): 1.0000 D(G(z)): 0.0017 / 0.0006 [5382/10000][0/13] Loss_D: 0.0029 Loss_G: 19.8572 D(x): 1.0000 D(G(z)): 0.0029 / 0.0015 [5383/10000][0/13] Loss_D: 0.0019 Loss_G: 14.7987 D(x): 1.0000 D(G(z)): 0.0019 / 0.0011 [5384/10000][0/13] Loss_D: 0.0012 Loss_G: 18.8754 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [5385/10000][0/13] Loss_D: 0.0009 Loss_G: 16.5817 D(x): 0.9998 D(G(z)): 0.0007 / 0.0005 [5386/10000][0/13] Loss_D: 0.0030 Loss_G: 13.5956 D(x): 0.9999 D(G(z)): 0.0028 / 0.0294 [5387/10000][0/13] Loss_D: 0.0003 Loss_G: 11.5933 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [5388/10000][0/13] Loss_D: 0.0012 Loss_G: 11.8375 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [5389/10000][0/13] Loss_D: 0.0010 Loss_G: 10.7478 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [5390/10000][0/13] Loss_D: 0.0008 Loss_G: 9.1582 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [5391/10000][0/13] Loss_D: 0.0011 Loss_G: 7.8737 D(x): 0.9999 D(G(z)): 0.0010 / 0.0009 [5392/10000][0/13] Loss_D: 0.0010 Loss_G: 7.9214 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [5393/10000][0/13] Loss_D: 0.0030 Loss_G: 6.9814 D(x): 0.9996 D(G(z)): 0.0026 / 0.0019 [5394/10000][0/13] Loss_D: 0.0034 Loss_G: 6.7259 D(x): 0.9992 D(G(z)): 0.0026 / 0.0016 [5395/10000][0/13] Loss_D: 0.0012 Loss_G: 8.0591 D(x): 0.9994 D(G(z)): 0.0006 / 0.0008 [5396/10000][0/13] Loss_D: 0.0001 Loss_G: 10.9776 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5397/10000][0/13] Loss_D: 0.0003 Loss_G: 8.9619 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5398/10000][0/13] Loss_D: 0.0009 Loss_G: 8.4879 D(x): 0.9995 D(G(z)): 0.0004 / 0.0005 [5399/10000][0/13] Loss_D: 0.0028 Loss_G: 7.1073 D(x): 0.9999 D(G(z)): 0.0027 / 0.0033 [5400/10000][0/13] Loss_D: 0.0013 Loss_G: 8.4685 D(x): 0.9990 D(G(z)): 0.0004 / 0.0004 [5401/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1758 D(x): 0.9998 D(G(z)): 0.0005 / 0.0004 [5402/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8666 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5403/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3135 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [5404/10000][0/13] Loss_D: 0.0004 Loss_G: 8.4037 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [5405/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6076 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [5406/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4963 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5407/10000][0/13] Loss_D: 0.1336 Loss_G: 27.3994 D(x): 0.9694 D(G(z)): 0.0275 / 0.0025 [5408/10000][0/13] Loss_D: 0.0006 Loss_G: 15.9195 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [5409/10000][0/13] Loss_D: 0.0003 Loss_G: 14.7327 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [5410/10000][0/13] Loss_D: 0.0000 Loss_G: 13.4300 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5411/10000][0/13] Loss_D: 0.0029 Loss_G: 12.3677 D(x): 1.0000 D(G(z)): 0.0028 / 0.0012 [5412/10000][0/13] Loss_D: 0.0012 Loss_G: 13.4826 D(x): 0.9998 D(G(z)): 0.0010 / 0.0007 [5413/10000][0/13] Loss_D: 0.0784 Loss_G: 12.2450 D(x): 1.0000 D(G(z)): 0.0664 / 0.0068 [5414/10000][0/13] Loss_D: 0.0005 Loss_G: 16.0074 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5415/10000][0/13] Loss_D: 0.0007 Loss_G: 12.3640 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [5416/10000][0/13] Loss_D: 0.0029 Loss_G: 11.6755 D(x): 0.9987 D(G(z)): 0.0016 / 0.0010 [5417/10000][0/13] Loss_D: 0.0004 Loss_G: 13.7789 D(x): 1.0000 D(G(z)): 0.0004 / 0.0008 [5418/10000][0/13] Loss_D: 0.0001 Loss_G: 19.3698 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [5419/10000][0/13] Loss_D: 0.0072 Loss_G: 17.8733 D(x): 0.9999 D(G(z)): 0.0070 / 0.0023 [5420/10000][0/13] Loss_D: 0.7183 Loss_G: 14.6623 D(x): 0.9687 D(G(z)): 0.0003 / 0.0002 [5421/10000][0/13] Loss_D: 0.0004 Loss_G: 10.0601 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [5422/10000][0/13] Loss_D: 0.0010 Loss_G: 8.3321 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [5423/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7634 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [5424/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4769 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5425/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7738 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [5426/10000][0/13] Loss_D: 1.0623 Loss_G: 13.9822 D(x): 1.0000 D(G(z)): 0.1683 / 0.0001 [5427/10000][0/13] Loss_D: 0.0008 Loss_G: 20.7831 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [5428/10000][0/13] Loss_D: 0.0023 Loss_G: 27.4767 D(x): 0.9980 D(G(z)): 0.0003 / 0.0001 [5429/10000][0/13] Loss_D: 0.0008 Loss_G: 23.1024 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [5430/10000][0/13] Loss_D: 0.0008 Loss_G: 23.5755 D(x): 0.9999 D(G(z)): 0.0007 / 0.0005 [5431/10000][0/13] Loss_D: 0.0003 Loss_G: 19.7685 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5432/10000][0/13] Loss_D: 0.0005 Loss_G: 19.6163 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [5433/10000][0/13] Loss_D: 0.0005 Loss_G: 16.1113 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5434/10000][0/13] Loss_D: 0.0009 Loss_G: 15.1675 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [5435/10000][0/13] Loss_D: 0.0004 Loss_G: 12.9662 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5436/10000][0/13] Loss_D: 0.3213 Loss_G: 20.8897 D(x): 1.0000 D(G(z)): 0.2305 / 0.0000 [5437/10000][0/13] Loss_D: 0.0008 Loss_G: 21.1002 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [5438/10000][0/13] Loss_D: 0.0014 Loss_G: 20.0854 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [5439/10000][0/13] Loss_D: 0.0022 Loss_G: 16.6567 D(x): 1.0000 D(G(z)): 0.0021 / 0.0015 [5440/10000][0/13] Loss_D: 0.0524 Loss_G: 14.3924 D(x): 0.9650 D(G(z)): 0.0072 / 0.0363 [5441/10000][0/13] Loss_D: 0.0026 Loss_G: 18.1832 D(x): 0.9978 D(G(z)): 0.0004 / 0.0004 [5442/10000][0/13] Loss_D: 0.0004 Loss_G: 15.3118 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5443/10000][0/13] Loss_D: 0.0420 Loss_G: 31.0197 D(x): 0.9639 D(G(z)): 0.0001 / 0.0002 [5444/10000][0/13] Loss_D: 0.0021 Loss_G: 24.0699 D(x): 1.0000 D(G(z)): 0.0021 / 0.0097 [5445/10000][0/13] Loss_D: 0.0004 Loss_G: 20.4637 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [5446/10000][0/13] Loss_D: 0.0053 Loss_G: 18.6105 D(x): 0.9999 D(G(z)): 0.0051 / 0.0021 [5447/10000][0/13] Loss_D: 0.0003 Loss_G: 16.7704 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5448/10000][0/13] Loss_D: 0.0065 Loss_G: 19.4093 D(x): 0.9989 D(G(z)): 0.0054 / 0.0013 [5449/10000][0/13] Loss_D: 0.0007 Loss_G: 17.5548 D(x): 0.9998 D(G(z)): 0.0005 / 0.0004 [5450/10000][0/13] Loss_D: 0.0044 Loss_G: 16.1569 D(x): 0.9999 D(G(z)): 0.0042 / 0.0018 [5451/10000][0/13] Loss_D: 0.0004 Loss_G: 19.1936 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5452/10000][0/13] Loss_D: 0.0000 Loss_G: 15.1582 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5453/10000][0/13] Loss_D: 0.0030 Loss_G: 7.4031 D(x): 1.0000 D(G(z)): 0.0029 / 0.0015 [5454/10000][0/13] Loss_D: 0.0010 Loss_G: 8.3189 D(x): 0.9997 D(G(z)): 0.0007 / 0.0005 [5455/10000][0/13] Loss_D: 0.0067 Loss_G: 6.9924 D(x): 1.0000 D(G(z)): 0.0066 / 0.0050 [5456/10000][0/13] Loss_D: 0.0019 Loss_G: 18.5620 D(x): 0.9985 D(G(z)): 0.0004 / 0.0004 [5457/10000][0/13] Loss_D: 0.0015 Loss_G: 6.6246 D(x): 1.0000 D(G(z)): 0.0015 / 0.0027 [5458/10000][0/13] Loss_D: 0.0003 Loss_G: 31.4415 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5459/10000][0/13] Loss_D: 0.0015 Loss_G: 26.6347 D(x): 0.9996 D(G(z)): 0.0010 / 0.0007 [5460/10000][0/13] Loss_D: 0.0000 Loss_G: 27.0465 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5461/10000][0/13] Loss_D: 0.0045 Loss_G: 19.5444 D(x): 0.9963 D(G(z)): 0.0007 / 0.0010 [5462/10000][0/13] Loss_D: 0.0050 Loss_G: 15.4475 D(x): 0.9997 D(G(z)): 0.0046 / 0.0022 [5463/10000][0/13] Loss_D: 0.0009 Loss_G: 13.3516 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [5464/10000][0/13] Loss_D: 0.0005 Loss_G: 17.6085 D(x): 1.0000 D(G(z)): 0.0005 / 0.0001 [5465/10000][0/13] Loss_D: 0.0009 Loss_G: 10.4591 D(x): 0.9993 D(G(z)): 0.0001 / 0.0001 [5466/10000][0/13] Loss_D: 0.0017 Loss_G: 8.0564 D(x): 0.9990 D(G(z)): 0.0007 / 0.0005 [5467/10000][0/13] Loss_D: 0.5723 Loss_G: 14.9143 D(x): 1.0000 D(G(z)): 0.1341 / 0.0001 [5468/10000][0/13] Loss_D: 0.0004 Loss_G: 10.4862 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [5469/10000][0/13] Loss_D: 0.0003 Loss_G: 10.1877 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5470/10000][0/13] Loss_D: 0.0008 Loss_G: 8.4825 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [5471/10000][0/13] Loss_D: 0.0141 Loss_G: 7.2913 D(x): 1.0000 D(G(z)): 0.0139 / 0.0021 [5472/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1038 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5473/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4186 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [5474/10000][0/13] Loss_D: 0.0034 Loss_G: 6.7508 D(x): 0.9997 D(G(z)): 0.0031 / 0.0017 [5475/10000][0/13] Loss_D: 0.0006 Loss_G: 8.8364 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [5476/10000][0/13] Loss_D: 0.0001 Loss_G: 11.3708 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5477/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9757 D(x): 0.9997 D(G(z)): 0.0006 / 0.0006 [5478/10000][0/13] Loss_D: 0.0004 Loss_G: 8.0470 D(x): 1.0000 D(G(z)): 0.0003 / 0.0004 [5479/10000][0/13] Loss_D: 0.0000 Loss_G: 13.4098 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5480/10000][0/13] Loss_D: 0.0010 Loss_G: 7.5754 D(x): 0.9998 D(G(z)): 0.0007 / 0.0010 [5481/10000][0/13] Loss_D: 0.0002 Loss_G: 9.1187 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5482/10000][0/13] Loss_D: 0.0015 Loss_G: 7.2325 D(x): 0.9999 D(G(z)): 0.0014 / 0.0010 [5483/10000][0/13] Loss_D: 0.0001 Loss_G: 9.6199 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5484/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1251 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5485/10000][0/13] Loss_D: 0.0012 Loss_G: 7.9076 D(x): 0.9996 D(G(z)): 0.0009 / 0.0006 [5486/10000][0/13] Loss_D: 0.0005 Loss_G: 7.8650 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5487/10000][0/13] Loss_D: 0.0012 Loss_G: 7.7018 D(x): 0.9996 D(G(z)): 0.0008 / 0.0007 [5488/10000][0/13] Loss_D: 0.0011 Loss_G: 8.0707 D(x): 0.9998 D(G(z)): 0.0008 / 0.0008 [5489/10000][0/13] Loss_D: 0.0021 Loss_G: 7.6707 D(x): 0.9987 D(G(z)): 0.0008 / 0.0007 [5490/10000][0/13] Loss_D: 0.0025 Loss_G: 6.8389 D(x): 1.0000 D(G(z)): 0.0025 / 0.0017 [5491/10000][0/13] Loss_D: 0.1916 Loss_G: 16.9618 D(x): 0.9996 D(G(z)): 0.1148 / 0.0001 [5492/10000][0/13] Loss_D: 0.0005 Loss_G: 18.3453 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [5493/10000][0/13] Loss_D: 0.0001 Loss_G: 49.9535 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5494/10000][0/13] Loss_D: 0.0001 Loss_G: 37.2035 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5495/10000][0/13] Loss_D: 0.3142 Loss_G: 23.4900 D(x): 0.9688 D(G(z)): 0.0247 / 0.0000 [5496/10000][0/13] Loss_D: 0.0018 Loss_G: 14.4143 D(x): 1.0000 D(G(z)): 0.0018 / 0.0010 [5497/10000][0/13] Loss_D: 0.0004 Loss_G: 14.3089 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5498/10000][0/13] Loss_D: 0.0004 Loss_G: 12.6802 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5499/10000][0/13] Loss_D: 0.0007 Loss_G: 13.1060 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [5500/10000][0/13] Loss_D: 0.0338 Loss_G: 7.9555 D(x): 0.9770 D(G(z)): 0.0037 / 0.0867 [5501/10000][0/13] Loss_D: 0.0300 Loss_G: 33.8760 D(x): 1.0000 D(G(z)): 0.0265 / 0.0004 [5502/10000][0/13] Loss_D: 0.0024 Loss_G: 37.5571 D(x): 0.9999 D(G(z)): 0.0024 / 0.0013 [5503/10000][0/13] Loss_D: 0.0014 Loss_G: 39.7479 D(x): 1.0000 D(G(z)): 0.0014 / 0.0007 [5504/10000][0/13] Loss_D: 0.0062 Loss_G: 30.2011 D(x): 1.0000 D(G(z)): 0.0060 / 0.0021 [5505/10000][0/13] Loss_D: 0.0004 Loss_G: 23.9737 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [5506/10000][0/13] Loss_D: 1.4124 Loss_G: 20.9589 D(x): 0.9687 D(G(z)): 0.0005 / 0.0004 [5507/10000][0/13] Loss_D: 0.0010 Loss_G: 14.9954 D(x): 0.9999 D(G(z)): 0.0009 / 0.0009 [5508/10000][0/13] Loss_D: 0.0013 Loss_G: 16.4409 D(x): 0.9999 D(G(z)): 0.0012 / 0.0008 [5509/10000][0/13] Loss_D: 0.0092 Loss_G: 13.1503 D(x): 1.0000 D(G(z)): 0.0090 / 0.0020 [5510/10000][0/13] Loss_D: 0.0008 Loss_G: 9.9923 D(x): 0.9997 D(G(z)): 0.0005 / 0.0004 [5511/10000][0/13] Loss_D: 0.0007 Loss_G: 8.9965 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [5512/10000][0/13] Loss_D: 0.0033 Loss_G: 6.8785 D(x): 0.9999 D(G(z)): 0.0033 / 0.0017 [5513/10000][0/13] Loss_D: 0.0020 Loss_G: 7.4528 D(x): 0.9992 D(G(z)): 0.0012 / 0.0009 [5514/10000][0/13] Loss_D: 0.0010 Loss_G: 11.6364 D(x): 0.9994 D(G(z)): 0.0005 / 0.0003 [5515/10000][0/13] Loss_D: 0.0084 Loss_G: 8.2493 D(x): 0.9985 D(G(z)): 0.0068 / 0.0007 [5516/10000][0/13] Loss_D: 0.0397 Loss_G: 16.9044 D(x): 0.9999 D(G(z)): 0.0367 / 0.0006 [5517/10000][0/13] Loss_D: 0.0014 Loss_G: 17.5494 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [5518/10000][0/13] Loss_D: 0.0007 Loss_G: 14.0092 D(x): 0.9995 D(G(z)): 0.0003 / 0.0002 [5519/10000][0/13] Loss_D: 0.0015 Loss_G: 16.6945 D(x): 0.9999 D(G(z)): 0.0014 / 0.0007 [5520/10000][0/13] Loss_D: 0.2473 Loss_G: 33.4929 D(x): 1.0000 D(G(z)): 0.1713 / 0.0000 [5521/10000][0/13] Loss_D: 0.0095 Loss_G: 26.1703 D(x): 1.0000 D(G(z)): 0.0093 / 0.0049 [5522/10000][0/13] Loss_D: 0.1396 Loss_G: 38.7088 D(x): 0.9999 D(G(z)): 0.1051 / 0.0000 [5523/10000][0/13] Loss_D: 2.1864 Loss_G: 41.5034 D(x): 0.9687 D(G(z)): 0.0020 / 0.0008 [5524/10000][0/13] Loss_D: 0.0017 Loss_G: 29.0977 D(x): 1.0000 D(G(z)): 0.0017 / 0.0008 [5525/10000][0/13] Loss_D: 0.0007 Loss_G: 30.2892 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [5526/10000][0/13] Loss_D: 0.0029 Loss_G: 21.4774 D(x): 0.9999 D(G(z)): 0.0027 / 0.0016 [5527/10000][0/13] Loss_D: 0.0020 Loss_G: 15.3926 D(x): 1.0000 D(G(z)): 0.0020 / 0.0010 [5528/10000][0/13] Loss_D: 0.0022 Loss_G: 10.1807 D(x): 0.9997 D(G(z)): 0.0020 / 0.0008 [5529/10000][0/13] Loss_D: 0.0423 Loss_G: 11.9384 D(x): 1.0000 D(G(z)): 0.0387 / 0.0006 [5530/10000][0/13] Loss_D: 1.8346 Loss_G: 10.2819 D(x): 0.9686 D(G(z)): 0.0018 / 0.0005 [5531/10000][0/13] Loss_D: 0.0012 Loss_G: 8.6215 D(x): 0.9995 D(G(z)): 0.0006 / 0.0005 [5532/10000][0/13] Loss_D: 0.3730 Loss_G: 20.6707 D(x): 0.9684 D(G(z)): 0.0001 / 0.0001 [5533/10000][0/13] Loss_D: 0.0030 Loss_G: 16.5985 D(x): 1.0000 D(G(z)): 0.0029 / 0.0013 [5534/10000][0/13] Loss_D: 0.0001 Loss_G: 20.5206 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [5535/10000][0/13] Loss_D: 0.0013 Loss_G: 16.1154 D(x): 0.9999 D(G(z)): 0.0012 / 0.0006 [5536/10000][0/13] Loss_D: 0.0002 Loss_G: 13.0690 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5537/10000][0/13] Loss_D: 2.2010 Loss_G: 16.1677 D(x): 0.9679 D(G(z)): 0.0028 / 0.0016 [5538/10000][0/13] Loss_D: 0.0001 Loss_G: 16.7508 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5539/10000][0/13] Loss_D: 0.0005 Loss_G: 13.6468 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [5540/10000][0/13] Loss_D: 0.0001 Loss_G: 15.0756 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [5541/10000][0/13] Loss_D: 0.0121 Loss_G: 14.1578 D(x): 1.0000 D(G(z)): 0.0118 / 0.0009 [5542/10000][0/13] Loss_D: 1.5396 Loss_G: 14.5428 D(x): 0.9687 D(G(z)): 0.0003 / 0.0003 [5543/10000][0/13] Loss_D: 0.0033 Loss_G: 16.2761 D(x): 0.9981 D(G(z)): 0.0014 / 0.0010 [5544/10000][0/13] Loss_D: 0.0007 Loss_G: 15.4953 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [5545/10000][0/13] Loss_D: 0.0002 Loss_G: 15.5020 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [5546/10000][0/13] Loss_D: 0.0016 Loss_G: 14.8921 D(x): 1.0000 D(G(z)): 0.0016 / 0.0010 [5547/10000][0/13] Loss_D: 0.0000 Loss_G: 15.7623 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5548/10000][0/13] Loss_D: 0.0001 Loss_G: 14.7048 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [5549/10000][0/13] Loss_D: 0.0008 Loss_G: 13.5726 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [5550/10000][0/13] Loss_D: 1.6667 Loss_G: 15.6964 D(x): 0.9685 D(G(z)): 0.0003 / 0.0002 [5551/10000][0/13] Loss_D: 0.0003 Loss_G: 16.8874 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [5552/10000][0/13] Loss_D: 0.0015 Loss_G: 13.6569 D(x): 0.9991 D(G(z)): 0.0006 / 0.0005 [5553/10000][0/13] Loss_D: 0.0002 Loss_G: 18.2470 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [5554/10000][0/13] Loss_D: 0.0003 Loss_G: 13.9899 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [5555/10000][0/13] Loss_D: 0.0009 Loss_G: 13.8563 D(x): 0.9993 D(G(z)): 0.0002 / 0.0002 [5556/10000][0/13] Loss_D: 0.0023 Loss_G: 13.1837 D(x): 0.9999 D(G(z)): 0.0022 / 0.0011 [5557/10000][0/13] Loss_D: 0.0015 Loss_G: 12.9941 D(x): 0.9999 D(G(z)): 0.0015 / 0.0011 [5558/10000][0/13] Loss_D: 0.0085 Loss_G: 14.5464 D(x): 0.9929 D(G(z)): 0.0004 / 0.0008 [5559/10000][0/13] Loss_D: 0.0071 Loss_G: 14.4167 D(x): 0.9992 D(G(z)): 0.0062 / 0.0021 [5560/10000][0/13] Loss_D: 0.0065 Loss_G: 7.2293 D(x): 1.0000 D(G(z)): 0.0064 / 0.0031 [5561/10000][0/13] Loss_D: 1.7570 Loss_G: 8.8156 D(x): 0.9687 D(G(z)): 0.0011 / 0.0007 [5562/10000][0/13] Loss_D: 0.0014 Loss_G: 10.9442 D(x): 0.9987 D(G(z)): 0.0000 / 0.0000 [5563/10000][0/13] Loss_D: 0.0010 Loss_G: 7.9387 D(x): 0.9998 D(G(z)): 0.0008 / 0.0007 [5564/10000][0/13] Loss_D: 1.8916 Loss_G: 9.3701 D(x): 0.9683 D(G(z)): 0.0002 / 0.0002 [5565/10000][0/13] Loss_D: 0.0000 Loss_G: 10.8008 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [5566/10000][0/13] Loss_D: 0.0022 Loss_G: 7.3213 D(x): 1.0000 D(G(z)): 0.0022 / 0.0012 [5567/10000][0/13] Loss_D: 1.8680 Loss_G: 9.1872 D(x): 0.9686 D(G(z)): 0.0002 / 0.0002 [5568/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8096 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5569/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7381 D(x): 0.9997 D(G(z)): 0.0005 / 0.0005 [5570/10000][0/13] Loss_D: 2.2987 Loss_G: 17.7811 D(x): 0.9687 D(G(z)): 0.1224 / 0.0000 [5571/10000][0/13] Loss_D: 0.0009 Loss_G: 20.0764 D(x): 0.9992 D(G(z)): 0.0001 / 0.0001 [5572/10000][0/13] Loss_D: 0.0002 Loss_G: 20.6316 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5573/10000][0/13] Loss_D: 0.0005 Loss_G: 19.3246 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [5574/10000][0/13] Loss_D: 0.0027 Loss_G: 23.6143 D(x): 0.9986 D(G(z)): 0.0014 / 0.0008 [5575/10000][0/13] Loss_D: 0.0001 Loss_G: 20.3200 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [5576/10000][0/13] Loss_D: 0.0004 Loss_G: 34.5454 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [5577/10000][0/13] Loss_D: 0.0003 Loss_G: 23.0840 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5578/10000][0/13] Loss_D: 0.0025 Loss_G: 24.3108 D(x): 1.0000 D(G(z)): 0.0025 / 0.0014 [5579/10000][0/13] Loss_D: 0.0005 Loss_G: 22.4910 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5580/10000][0/13] Loss_D: 0.0005 Loss_G: 23.1126 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [5581/10000][0/13] Loss_D: 0.0005 Loss_G: 19.3185 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5582/10000][0/13] Loss_D: 0.0003 Loss_G: 15.6275 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [5583/10000][0/13] Loss_D: 0.0019 Loss_G: 9.6141 D(x): 1.0000 D(G(z)): 0.0019 / 0.0010 [5584/10000][0/13] Loss_D: 0.0011 Loss_G: 8.5664 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [5585/10000][0/13] Loss_D: 0.0013 Loss_G: 7.8546 D(x): 1.0000 D(G(z)): 0.0013 / 0.0008 [5586/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9464 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [5587/10000][0/13] Loss_D: 0.0001 Loss_G: 20.9120 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5588/10000][0/13] Loss_D: 0.0006 Loss_G: 20.2298 D(x): 1.0000 D(G(z)): 0.0006 / 0.0003 [5589/10000][0/13] Loss_D: 0.0007 Loss_G: 12.9376 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [5590/10000][0/13] Loss_D: 1.4828 Loss_G: 12.8073 D(x): 0.9687 D(G(z)): 0.0007 / 0.0006 [5591/10000][0/13] Loss_D: 0.0025 Loss_G: 13.1482 D(x): 0.9986 D(G(z)): 0.0011 / 0.0008 [5592/10000][0/13] Loss_D: 0.0169 Loss_G: 10.0382 D(x): 0.9874 D(G(z)): 0.0009 / 0.0219 [5593/10000][0/13] Loss_D: 0.0011 Loss_G: 14.1035 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [5594/10000][0/13] Loss_D: 0.0036 Loss_G: 7.7303 D(x): 1.0000 D(G(z)): 0.0036 / 0.0011 [5595/10000][0/13] Loss_D: 0.0018 Loss_G: 8.2957 D(x): 0.9991 D(G(z)): 0.0009 / 0.0007 [5596/10000][0/13] Loss_D: 1.4449 Loss_G: 9.6362 D(x): 0.9687 D(G(z)): 0.0002 / 0.0001 [5597/10000][0/13] Loss_D: 1.2567 Loss_G: 8.8578 D(x): 0.9687 D(G(z)): 0.0233 / 0.0009 [5598/10000][0/13] Loss_D: 1.1522 Loss_G: 48.7186 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [5599/10000][0/13] Loss_D: 0.0074 Loss_G: 30.8471 D(x): 1.0000 D(G(z)): 0.0072 / 0.0003 [5600/10000][0/13] Loss_D: 0.9438 Loss_G: 19.0019 D(x): 0.9687 D(G(z)): 0.0002 / 0.0001 [5601/10000][0/13] Loss_D: 0.0029 Loss_G: 18.8273 D(x): 0.9989 D(G(z)): 0.0017 / 0.0010 [5602/10000][0/13] Loss_D: 0.0020 Loss_G: 28.2854 D(x): 0.9984 D(G(z)): 0.0003 / 0.0002 [5603/10000][0/13] Loss_D: 0.0074 Loss_G: 25.0616 D(x): 0.9999 D(G(z)): 0.0071 / 0.0004 [5604/10000][0/13] Loss_D: 0.0005 Loss_G: 23.1711 D(x): 0.9998 D(G(z)): 0.0003 / 0.0001 [5605/10000][0/13] Loss_D: 0.0040 Loss_G: 7.4940 D(x): 1.0000 D(G(z)): 0.0040 / 0.0289 [5606/10000][0/13] Loss_D: 0.0002 Loss_G: 11.2385 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5607/10000][0/13] Loss_D: 0.0112 Loss_G: 7.5744 D(x): 0.9999 D(G(z)): 0.0109 / 0.0014 [5608/10000][0/13] Loss_D: 0.0063 Loss_G: 8.0216 D(x): 0.9951 D(G(z)): 0.0013 / 0.0013 [5609/10000][0/13] Loss_D: 0.0131 Loss_G: 42.0951 D(x): 0.9890 D(G(z)): 0.0001 / 0.0000 [5610/10000][0/13] Loss_D: 0.0010 Loss_G: 32.2828 D(x): 0.9999 D(G(z)): 0.0009 / 0.0004 [5611/10000][0/13] Loss_D: 0.0336 Loss_G: 29.7705 D(x): 1.0000 D(G(z)): 0.0256 / 0.0006 [5612/10000][0/13] Loss_D: 0.0090 Loss_G: 20.8042 D(x): 0.9921 D(G(z)): 0.0005 / 0.0004 [5613/10000][0/13] Loss_D: 0.0198 Loss_G: 16.8683 D(x): 0.9998 D(G(z)): 0.0178 / 0.0014 [5614/10000][0/13] Loss_D: 0.0053 Loss_G: 12.6146 D(x): 0.9997 D(G(z)): 0.0050 / 0.0022 [5615/10000][0/13] Loss_D: 0.0021 Loss_G: 11.9685 D(x): 0.9988 D(G(z)): 0.0009 / 0.0006 [5616/10000][0/13] Loss_D: 0.0013 Loss_G: 8.2051 D(x): 0.9999 D(G(z)): 0.0012 / 0.0006 [5617/10000][0/13] Loss_D: 0.0103 Loss_G: 5.1539 D(x): 1.0000 D(G(z)): 0.0101 / 0.0151 [5618/10000][0/13] Loss_D: 0.0025 Loss_G: 14.0233 D(x): 1.0000 D(G(z)): 0.0025 / 0.0013 [5619/10000][0/13] Loss_D: 0.0052 Loss_G: 14.6036 D(x): 1.0000 D(G(z)): 0.0052 / 0.0025 [5620/10000][0/13] Loss_D: 0.0014 Loss_G: 13.9301 D(x): 0.9998 D(G(z)): 0.0012 / 0.0009 [5621/10000][0/13] Loss_D: 0.0014 Loss_G: 14.8614 D(x): 0.9988 D(G(z)): 0.0002 / 0.0002 [5622/10000][0/13] Loss_D: 0.0093 Loss_G: 12.8416 D(x): 0.9958 D(G(z)): 0.0049 / 0.0028 [5623/10000][0/13] Loss_D: 0.1429 Loss_G: 28.5138 D(x): 0.9170 D(G(z)): 0.0008 / 0.0024 [5624/10000][0/13] Loss_D: 0.0001 Loss_G: 17.5625 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5625/10000][0/13] Loss_D: 0.0003 Loss_G: 18.7333 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5626/10000][0/13] Loss_D: 0.0002 Loss_G: 15.4792 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [5627/10000][0/13] Loss_D: 0.0009 Loss_G: 12.1134 D(x): 0.9999 D(G(z)): 0.0008 / 0.0005 [5628/10000][0/13] Loss_D: 0.0322 Loss_G: 11.6210 D(x): 1.0000 D(G(z)): 0.0309 / 0.0055 [5629/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8243 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [5630/10000][0/13] Loss_D: 0.0004 Loss_G: 8.3310 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5631/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7086 D(x): 0.9998 D(G(z)): 0.0009 / 0.0008 [5632/10000][0/13] Loss_D: 0.0015 Loss_G: 7.7575 D(x): 0.9997 D(G(z)): 0.0012 / 0.0010 [5633/10000][0/13] Loss_D: 0.0266 Loss_G: 5.0519 D(x): 0.9891 D(G(z)): 0.0148 / 0.0131 [5634/10000][0/13] Loss_D: 0.0038 Loss_G: 6.6239 D(x): 1.0000 D(G(z)): 0.0038 / 0.0034 [5635/10000][0/13] Loss_D: 0.0487 Loss_G: 9.1441 D(x): 1.0000 D(G(z)): 0.0413 / 0.0006 [5636/10000][0/13] Loss_D: 0.0015 Loss_G: 8.6047 D(x): 0.9997 D(G(z)): 0.0012 / 0.0009 [5637/10000][0/13] Loss_D: 0.0033 Loss_G: 6.6301 D(x): 1.0000 D(G(z)): 0.0033 / 0.0025 [5638/10000][0/13] Loss_D: 0.0029 Loss_G: 9.3417 D(x): 0.9976 D(G(z)): 0.0005 / 0.0003 [5639/10000][0/13] Loss_D: 0.0023 Loss_G: 7.4639 D(x): 0.9997 D(G(z)): 0.0020 / 0.0014 [5640/10000][0/13] Loss_D: 0.0013 Loss_G: 8.0487 D(x): 0.9997 D(G(z)): 0.0010 / 0.0008 [5641/10000][0/13] Loss_D: 0.0386 Loss_G: 7.3488 D(x): 0.9929 D(G(z)): 0.0243 / 0.0019 [5642/10000][0/13] Loss_D: 0.0030 Loss_G: 7.5908 D(x): 0.9994 D(G(z)): 0.0024 / 0.0018 [5643/10000][0/13] Loss_D: 0.0033 Loss_G: 7.2562 D(x): 1.0000 D(G(z)): 0.0033 / 0.0028 [5644/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0965 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [5645/10000][0/13] Loss_D: 0.0054 Loss_G: 8.3267 D(x): 0.9955 D(G(z)): 0.0007 / 0.0009 [5646/10000][0/13] Loss_D: 0.0013 Loss_G: 8.5961 D(x): 1.0000 D(G(z)): 0.0013 / 0.0009 [5647/10000][0/13] Loss_D: 0.0026 Loss_G: 8.0529 D(x): 1.0000 D(G(z)): 0.0026 / 0.0030 [5648/10000][0/13] Loss_D: 0.0006 Loss_G: 8.8684 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [5649/10000][0/13] Loss_D: 0.0009 Loss_G: 8.6699 D(x): 0.9999 D(G(z)): 0.0008 / 0.0008 [5650/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6582 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [5651/10000][0/13] Loss_D: 0.0072 Loss_G: 14.9913 D(x): 0.9938 D(G(z)): 0.0004 / 0.0002 [5652/10000][0/13] Loss_D: 0.0006 Loss_G: 10.5690 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [5653/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2362 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5654/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1715 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5655/10000][0/13] Loss_D: 0.0012 Loss_G: 10.1659 D(x): 0.9996 D(G(z)): 0.0008 / 0.0007 [5656/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7167 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [5657/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7296 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5658/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2085 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5659/10000][0/13] Loss_D: 0.6079 Loss_G: 14.9082 D(x): 0.9989 D(G(z)): 0.1220 / 0.0002 [5660/10000][0/13] Loss_D: 0.0043 Loss_G: 18.4483 D(x): 1.0000 D(G(z)): 0.0042 / 0.0013 [5661/10000][0/13] Loss_D: 0.0013 Loss_G: 14.7989 D(x): 0.9991 D(G(z)): 0.0004 / 0.0004 [5662/10000][0/13] Loss_D: 0.0003 Loss_G: 10.4577 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5663/10000][0/13] Loss_D: 0.0007 Loss_G: 9.0606 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [5664/10000][0/13] Loss_D: 0.0002 Loss_G: 16.2352 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5665/10000][0/13] Loss_D: 0.0013 Loss_G: 14.0399 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [5666/10000][0/13] Loss_D: 0.0018 Loss_G: 13.7732 D(x): 0.9984 D(G(z)): 0.0002 / 0.0002 [5667/10000][0/13] Loss_D: 0.0012 Loss_G: 13.2077 D(x): 0.9999 D(G(z)): 0.0011 / 0.0008 [5668/10000][0/13] Loss_D: 0.0004 Loss_G: 12.6820 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [5669/10000][0/13] Loss_D: 0.0026 Loss_G: 23.9067 D(x): 0.9997 D(G(z)): 0.0023 / 0.0025 [5670/10000][0/13] Loss_D: 0.0001 Loss_G: 23.3130 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5671/10000][0/13] Loss_D: 0.0047 Loss_G: 18.5774 D(x): 1.0000 D(G(z)): 0.0047 / 0.0020 [5672/10000][0/13] Loss_D: 0.0040 Loss_G: 18.1293 D(x): 0.9995 D(G(z)): 0.0035 / 0.0014 [5673/10000][0/13] Loss_D: 0.0310 Loss_G: 16.9420 D(x): 0.9734 D(G(z)): 0.0009 / 0.0076 [5674/10000][0/13] Loss_D: 0.0007 Loss_G: 17.0503 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [5675/10000][0/13] Loss_D: 0.0018 Loss_G: 13.5214 D(x): 0.9999 D(G(z)): 0.0017 / 0.0011 [5676/10000][0/13] Loss_D: 0.0092 Loss_G: 13.8095 D(x): 1.0000 D(G(z)): 0.0091 / 0.0068 [5677/10000][0/13] Loss_D: 0.0060 Loss_G: 15.2052 D(x): 0.9945 D(G(z)): 0.0004 / 0.0004 [5678/10000][0/13] Loss_D: 0.0007 Loss_G: 17.3228 D(x): 0.9999 D(G(z)): 0.0006 / 0.0002 [5679/10000][0/13] Loss_D: 0.0007 Loss_G: 14.8365 D(x): 0.9996 D(G(z)): 0.0003 / 0.0002 [5680/10000][0/13] Loss_D: 0.0019 Loss_G: 13.8357 D(x): 0.9999 D(G(z)): 0.0018 / 0.0250 [5681/10000][0/13] Loss_D: 0.0002 Loss_G: 17.2333 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5682/10000][0/13] Loss_D: 0.0001 Loss_G: 16.0162 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5683/10000][0/13] Loss_D: 0.0021 Loss_G: 18.0685 D(x): 0.9996 D(G(z)): 0.0016 / 0.0011 [5684/10000][0/13] Loss_D: 0.0005 Loss_G: 13.6836 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [5685/10000][0/13] Loss_D: 0.0375 Loss_G: 25.7324 D(x): 0.9997 D(G(z)): 0.0335 / 0.0003 [5686/10000][0/13] Loss_D: 0.0016 Loss_G: 28.7707 D(x): 0.9991 D(G(z)): 0.0006 / 0.0005 [5687/10000][0/13] Loss_D: 0.0006 Loss_G: 27.0254 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5688/10000][0/13] Loss_D: 0.0018 Loss_G: 27.0811 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [5689/10000][0/13] Loss_D: 0.0041 Loss_G: 25.2881 D(x): 0.9976 D(G(z)): 0.0017 / 0.0012 [5690/10000][0/13] Loss_D: 0.0021 Loss_G: 18.6874 D(x): 0.9987 D(G(z)): 0.0008 / 0.0008 [5691/10000][0/13] Loss_D: 0.0003 Loss_G: 17.1522 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [5692/10000][0/13] Loss_D: 0.0164 Loss_G: 14.7183 D(x): 1.0000 D(G(z)): 0.0160 / 0.0024 [5693/10000][0/13] Loss_D: 0.0040 Loss_G: 13.3154 D(x): 1.0000 D(G(z)): 0.0040 / 0.0027 [5694/10000][0/13] Loss_D: 0.0003 Loss_G: 12.1808 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [5695/10000][0/13] Loss_D: 0.0029 Loss_G: 11.1390 D(x): 0.9998 D(G(z)): 0.0027 / 0.0171 [5696/10000][0/13] Loss_D: 0.0433 Loss_G: 8.7621 D(x): 1.0000 D(G(z)): 0.0376 / 0.0006 [5697/10000][0/13] Loss_D: 0.0007 Loss_G: 8.5316 D(x): 0.9998 D(G(z)): 0.0006 / 0.0004 [5698/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9150 D(x): 1.0000 D(G(z)): 0.0009 / 0.0006 [5699/10000][0/13] Loss_D: 1.3763 Loss_G: 6.2610 D(x): 0.9687 D(G(z)): 0.0070 / 0.0027 [5700/10000][0/13] Loss_D: 0.0097 Loss_G: 7.1460 D(x): 1.0000 D(G(z)): 0.0091 / 0.0023 [5701/10000][0/13] Loss_D: 0.0073 Loss_G: 6.3341 D(x): 0.9992 D(G(z)): 0.0065 / 0.0030 [5702/10000][0/13] Loss_D: 0.0009 Loss_G: 16.2298 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [5703/10000][0/13] Loss_D: 0.0005 Loss_G: 10.7268 D(x): 0.9999 D(G(z)): 0.0005 / 0.0010 [5704/10000][0/13] Loss_D: 0.0021 Loss_G: 8.5289 D(x): 0.9999 D(G(z)): 0.0020 / 0.0012 [5705/10000][0/13] Loss_D: 0.0010 Loss_G: 8.6165 D(x): 0.9998 D(G(z)): 0.0009 / 0.0007 [5706/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5192 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [5707/10000][0/13] Loss_D: 0.0017 Loss_G: 8.2603 D(x): 0.9998 D(G(z)): 0.0014 / 0.0012 [5708/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6891 D(x): 1.0000 D(G(z)): 0.0010 / 0.0010 [5709/10000][0/13] Loss_D: 0.0010 Loss_G: 9.0557 D(x): 0.9994 D(G(z)): 0.0004 / 0.0004 [5710/10000][0/13] Loss_D: 0.0056 Loss_G: 7.3470 D(x): 0.9956 D(G(z)): 0.0010 / 0.0013 [5711/10000][0/13] Loss_D: 0.0139 Loss_G: 8.1341 D(x): 0.9886 D(G(z)): 0.0005 / 0.0013 [5712/10000][0/13] Loss_D: 0.0012 Loss_G: 8.1948 D(x): 0.9994 D(G(z)): 0.0006 / 0.0005 [5713/10000][0/13] Loss_D: 0.0008 Loss_G: 9.7520 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [5714/10000][0/13] Loss_D: 0.0002 Loss_G: 11.3682 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5715/10000][0/13] Loss_D: 0.0001 Loss_G: 11.4256 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5716/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1466 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5717/10000][0/13] Loss_D: 1.3758 Loss_G: 9.7992 D(x): 0.9687 D(G(z)): 0.0001 / 0.0001 [5718/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6666 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5719/10000][0/13] Loss_D: 1.3385 Loss_G: 9.4832 D(x): 0.9687 D(G(z)): 0.0002 / 0.0002 [5720/10000][0/13] Loss_D: 0.0015 Loss_G: 7.9042 D(x): 1.0000 D(G(z)): 0.0014 / 0.0012 [5721/10000][0/13] Loss_D: 0.0073 Loss_G: 7.4983 D(x): 0.9937 D(G(z)): 0.0008 / 0.0013 [5722/10000][0/13] Loss_D: 0.0874 Loss_G: 31.3172 D(x): 0.9691 D(G(z)): 0.0052 / 0.0619 [5723/10000][0/13] Loss_D: 0.0044 Loss_G: 30.9727 D(x): 1.0000 D(G(z)): 0.0042 / 0.0014 [5724/10000][0/13] Loss_D: 0.0054 Loss_G: 29.6832 D(x): 1.0000 D(G(z)): 0.0053 / 0.0023 [5725/10000][0/13] Loss_D: 0.0003 Loss_G: 24.9802 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5726/10000][0/13] Loss_D: 0.0034 Loss_G: 16.9607 D(x): 1.0000 D(G(z)): 0.0034 / 0.0038 [5727/10000][0/13] Loss_D: 0.0332 Loss_G: 16.8681 D(x): 0.9991 D(G(z)): 0.0295 / 0.0024 [5728/10000][0/13] Loss_D: 0.0223 Loss_G: 11.2419 D(x): 1.0000 D(G(z)): 0.0211 / 0.0015 [5729/10000][0/13] Loss_D: 0.0027 Loss_G: 8.8982 D(x): 1.0000 D(G(z)): 0.0027 / 0.0021 [5730/10000][0/13] Loss_D: 0.0028 Loss_G: 7.6196 D(x): 0.9999 D(G(z)): 0.0027 / 0.0017 [5731/10000][0/13] Loss_D: 0.0071 Loss_G: 8.3078 D(x): 0.9939 D(G(z)): 0.0005 / 0.0008 [5732/10000][0/13] Loss_D: 0.0124 Loss_G: 7.2414 D(x): 0.9987 D(G(z)): 0.0108 / 0.0016 [5733/10000][0/13] Loss_D: 0.0013 Loss_G: 7.3172 D(x): 1.0000 D(G(z)): 0.0013 / 0.0011 [5734/10000][0/13] Loss_D: 0.3400 Loss_G: 22.7016 D(x): 0.9670 D(G(z)): 0.0057 / 0.0003 [5735/10000][0/13] Loss_D: 0.0002 Loss_G: 21.5902 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [5736/10000][0/13] Loss_D: 0.0003 Loss_G: 20.2640 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5737/10000][0/13] Loss_D: 0.0003 Loss_G: 20.9916 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [5738/10000][0/13] Loss_D: 0.0061 Loss_G: 21.3928 D(x): 0.9997 D(G(z)): 0.0057 / 0.0027 [5739/10000][0/13] Loss_D: 0.0061 Loss_G: 16.2644 D(x): 0.9999 D(G(z)): 0.0060 / 0.0028 [5740/10000][0/13] Loss_D: 0.0005 Loss_G: 17.5854 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [5741/10000][0/13] Loss_D: 0.0009 Loss_G: 16.4125 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [5742/10000][0/13] Loss_D: 0.0078 Loss_G: 15.2579 D(x): 0.9999 D(G(z)): 0.0076 / 0.0038 [5743/10000][0/13] Loss_D: 0.0006 Loss_G: 12.9733 D(x): 1.0000 D(G(z)): 0.0006 / 0.0007 [5744/10000][0/13] Loss_D: 0.0005 Loss_G: 14.2809 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5745/10000][0/13] Loss_D: 0.0001 Loss_G: 30.3403 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [5746/10000][0/13] Loss_D: 0.0004 Loss_G: 22.3399 D(x): 1.0000 D(G(z)): 0.0003 / 0.0005 [5747/10000][0/13] Loss_D: 0.0009 Loss_G: 19.2941 D(x): 0.9997 D(G(z)): 0.0006 / 0.0005 [5748/10000][0/13] Loss_D: 0.0009 Loss_G: 18.8666 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [5749/10000][0/13] Loss_D: 0.0004 Loss_G: 13.8388 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5750/10000][0/13] Loss_D: 0.0039 Loss_G: 7.2595 D(x): 1.0000 D(G(z)): 0.0038 / 0.0082 [5751/10000][0/13] Loss_D: 0.0064 Loss_G: 7.0154 D(x): 0.9967 D(G(z)): 0.0030 / 0.0017 [5752/10000][0/13] Loss_D: 0.0030 Loss_G: 8.3506 D(x): 0.9986 D(G(z)): 0.0016 / 0.0011 [5753/10000][0/13] Loss_D: 0.0005 Loss_G: 11.5978 D(x): 0.9997 D(G(z)): 0.0002 / 0.0001 [5754/10000][0/13] Loss_D: 13.5598 Loss_G: 36.3680 D(x): 1.0000 D(G(z)): 0.9968 / 0.0000 [5755/10000][0/13] Loss_D: 0.0001 Loss_G: 39.3026 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [5756/10000][0/13] Loss_D: 0.0012 Loss_G: 30.4424 D(x): 1.0000 D(G(z)): 0.0012 / 0.0003 [5757/10000][0/13] Loss_D: 0.0046 Loss_G: 23.1728 D(x): 1.0000 D(G(z)): 0.0044 / 0.0008 [5758/10000][0/13] Loss_D: 0.0038 Loss_G: 20.2555 D(x): 0.9978 D(G(z)): 0.0015 / 0.0010 [5759/10000][0/13] Loss_D: 0.0038 Loss_G: 19.9512 D(x): 0.9993 D(G(z)): 0.0031 / 0.0012 [5760/10000][0/13] Loss_D: 0.0019 Loss_G: 16.0833 D(x): 0.9993 D(G(z)): 0.0012 / 0.0009 [5761/10000][0/13] Loss_D: 0.0224 Loss_G: 15.4439 D(x): 1.0000 D(G(z)): 0.0197 / 0.0023 [5762/10000][0/13] Loss_D: 0.0073 Loss_G: 12.8681 D(x): 1.0000 D(G(z)): 0.0072 / 0.0037 [5763/10000][0/13] Loss_D: 0.0026 Loss_G: 12.2349 D(x): 0.9994 D(G(z)): 0.0019 / 0.0013 [5764/10000][0/13] Loss_D: 0.0022 Loss_G: 11.6006 D(x): 0.9997 D(G(z)): 0.0019 / 0.0016 [5765/10000][0/13] Loss_D: 0.0018 Loss_G: 10.5447 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [5766/10000][0/13] Loss_D: 0.0023 Loss_G: 10.1122 D(x): 0.9999 D(G(z)): 0.0022 / 0.0012 [5767/10000][0/13] Loss_D: 0.0013 Loss_G: 12.7596 D(x): 0.9988 D(G(z)): 0.0001 / 0.0001 [5768/10000][0/13] Loss_D: 0.0006 Loss_G: 10.5525 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [5769/10000][0/13] Loss_D: 0.0016 Loss_G: 9.6886 D(x): 0.9989 D(G(z)): 0.0005 / 0.0005 [5770/10000][0/13] Loss_D: 0.0050 Loss_G: 7.0758 D(x): 0.9999 D(G(z)): 0.0049 / 0.0025 [5771/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4806 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5772/10000][0/13] Loss_D: 0.0012 Loss_G: 8.4956 D(x): 0.9994 D(G(z)): 0.0006 / 0.0006 [5773/10000][0/13] Loss_D: 0.0929 Loss_G: 6.5466 D(x): 1.0000 D(G(z)): 0.0807 / 0.0096 [5774/10000][0/13] Loss_D: 0.0203 Loss_G: 15.7321 D(x): 0.9847 D(G(z)): 0.0004 / 0.0014 [5775/10000][0/13] Loss_D: 0.0011 Loss_G: 13.9512 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [5776/10000][0/13] Loss_D: 0.0004 Loss_G: 10.1651 D(x): 1.0000 D(G(z)): 0.0004 / 0.0005 [5777/10000][0/13] Loss_D: 0.0012 Loss_G: 13.8219 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [5778/10000][0/13] Loss_D: 0.0037 Loss_G: 12.2829 D(x): 1.0000 D(G(z)): 0.0037 / 0.0022 [5779/10000][0/13] Loss_D: 0.0002 Loss_G: 14.5658 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [5780/10000][0/13] Loss_D: 0.0013 Loss_G: 12.7905 D(x): 0.9996 D(G(z)): 0.0010 / 0.0015 [5781/10000][0/13] Loss_D: 0.0023 Loss_G: 11.1399 D(x): 0.9987 D(G(z)): 0.0011 / 0.0012 [5782/10000][0/13] Loss_D: 0.0553 Loss_G: 9.5276 D(x): 0.9704 D(G(z)): 0.0018 / 0.0040 [5783/10000][0/13] Loss_D: 0.0013 Loss_G: 8.6592 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [5784/10000][0/13] Loss_D: 0.0073 Loss_G: 6.2251 D(x): 0.9999 D(G(z)): 0.0072 / 0.0050 [5785/10000][0/13] Loss_D: 0.0084 Loss_G: 8.9291 D(x): 0.9958 D(G(z)): 0.0040 / 0.0036 [5786/10000][0/13] Loss_D: 0.0696 Loss_G: 9.2384 D(x): 1.0000 D(G(z)): 0.0567 / 0.0015 [5787/10000][0/13] Loss_D: 0.0035 Loss_G: 11.2757 D(x): 0.9967 D(G(z)): 0.0002 / 0.0002 [5788/10000][0/13] Loss_D: 0.0011 Loss_G: 8.6612 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [5789/10000][0/13] Loss_D: 0.0010 Loss_G: 8.7398 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [5790/10000][0/13] Loss_D: 0.0032 Loss_G: 7.3794 D(x): 0.9991 D(G(z)): 0.0022 / 0.0017 [5791/10000][0/13] Loss_D: 0.0001 Loss_G: 10.5255 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5792/10000][0/13] Loss_D: 0.0022 Loss_G: 8.1382 D(x): 0.9989 D(G(z)): 0.0011 / 0.0010 [5793/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7528 D(x): 0.9999 D(G(z)): 0.0010 / 0.0012 [5794/10000][0/13] Loss_D: 0.0005 Loss_G: 9.2346 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [5795/10000][0/13] Loss_D: 0.0214 Loss_G: 6.3088 D(x): 0.9832 D(G(z)): 0.0034 / 0.0066 [5796/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8249 D(x): 1.0000 D(G(z)): 0.0008 / 0.0008 [5797/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7481 D(x): 0.9993 D(G(z)): 0.0010 / 0.0009 [5798/10000][0/13] Loss_D: 0.0003 Loss_G: 9.0810 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5799/10000][0/13] Loss_D: 0.0002 Loss_G: 9.0590 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5800/10000][0/13] Loss_D: 0.0005 Loss_G: 8.0265 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [5801/10000][0/13] Loss_D: 0.0109 Loss_G: 5.3840 D(x): 1.0000 D(G(z)): 0.0107 / 0.0084 [5802/10000][0/13] Loss_D: 0.0015 Loss_G: 7.0389 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [5803/10000][0/13] Loss_D: 0.0001 Loss_G: 9.9223 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5804/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8350 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5805/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9268 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [5806/10000][0/13] Loss_D: 0.0010 Loss_G: 7.4839 D(x): 0.9999 D(G(z)): 0.0010 / 0.0009 [5807/10000][0/13] Loss_D: 0.0004 Loss_G: 8.3639 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [5808/10000][0/13] Loss_D: 0.0014 Loss_G: 7.7911 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [5809/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3001 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [5810/10000][0/13] Loss_D: 0.0037 Loss_G: 7.3167 D(x): 1.0000 D(G(z)): 0.0037 / 0.0022 [5811/10000][0/13] Loss_D: 0.0002 Loss_G: 9.9897 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5812/10000][0/13] Loss_D: 0.1967 Loss_G: 20.6660 D(x): 0.9681 D(G(z)): 0.0000 / 0.0000 [5813/10000][0/13] Loss_D: 0.0026 Loss_G: 15.1373 D(x): 0.9997 D(G(z)): 0.0022 / 0.0014 [5814/10000][0/13] Loss_D: 0.0011 Loss_G: 18.3023 D(x): 0.9995 D(G(z)): 0.0005 / 0.0004 [5815/10000][0/13] Loss_D: 0.0107 Loss_G: 25.6386 D(x): 0.9938 D(G(z)): 0.0041 / 0.0031 [5816/10000][0/13] Loss_D: 0.0036 Loss_G: 19.3047 D(x): 0.9968 D(G(z)): 0.0003 / 0.0004 [5817/10000][0/13] Loss_D: 0.0003 Loss_G: 22.5121 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [5818/10000][0/13] Loss_D: 0.0002 Loss_G: 20.4251 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5819/10000][0/13] Loss_D: 0.0273 Loss_G: 16.9488 D(x): 1.0000 D(G(z)): 0.0263 / 0.0048 [5820/10000][0/13] Loss_D: 0.0016 Loss_G: 15.3949 D(x): 0.9997 D(G(z)): 0.0013 / 0.0010 [5821/10000][0/13] Loss_D: 0.0003 Loss_G: 15.7841 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5822/10000][0/13] Loss_D: 0.0007 Loss_G: 13.3301 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [5823/10000][0/13] Loss_D: 0.0038 Loss_G: 11.9865 D(x): 0.9998 D(G(z)): 0.0036 / 0.0027 [5824/10000][0/13] Loss_D: 0.0143 Loss_G: 12.9850 D(x): 0.9999 D(G(z)): 0.0139 / 0.0033 [5825/10000][0/13] Loss_D: 0.0007 Loss_G: 13.5316 D(x): 0.9996 D(G(z)): 0.0003 / 0.0002 [5826/10000][0/13] Loss_D: 0.0009 Loss_G: 12.5268 D(x): 0.9998 D(G(z)): 0.0007 / 0.0007 [5827/10000][0/13] Loss_D: 0.0033 Loss_G: 10.8281 D(x): 0.9972 D(G(z)): 0.0005 / 0.0004 [5828/10000][0/13] Loss_D: 0.3130 Loss_G: 16.0063 D(x): 1.0000 D(G(z)): 0.1566 / 0.0000 [5829/10000][0/13] Loss_D: 0.0034 Loss_G: 24.2191 D(x): 0.9997 D(G(z)): 0.0031 / 0.0008 [5830/10000][0/13] Loss_D: 0.0001 Loss_G: 15.3843 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5831/10000][0/13] Loss_D: 0.0028 Loss_G: 10.3193 D(x): 1.0000 D(G(z)): 0.0028 / 0.0017 [5832/10000][0/13] Loss_D: 0.0004 Loss_G: 10.4497 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [5833/10000][0/13] Loss_D: 0.0013 Loss_G: 9.1846 D(x): 0.9991 D(G(z)): 0.0004 / 0.0003 [5834/10000][0/13] Loss_D: 0.0001 Loss_G: 10.9278 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [5835/10000][0/13] Loss_D: 0.0017 Loss_G: 7.9396 D(x): 0.9997 D(G(z)): 0.0014 / 0.0011 [5836/10000][0/13] Loss_D: 0.0004 Loss_G: 9.6861 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [5837/10000][0/13] Loss_D: 0.0007 Loss_G: 8.3727 D(x): 0.9998 D(G(z)): 0.0005 / 0.0005 [5838/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2128 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5839/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6002 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5840/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4164 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5841/10000][0/13] Loss_D: 0.0015 Loss_G: 7.9353 D(x): 0.9996 D(G(z)): 0.0011 / 0.0019 [5842/10000][0/13] Loss_D: 25.2454 Loss_G: 36.4416 D(x): 1.0000 D(G(z)): 0.9742 / 0.2180 [5843/10000][0/13] Loss_D: 0.0169 Loss_G: 22.1049 D(x): 0.9955 D(G(z)): 0.0111 / 0.0012 [5844/10000][0/13] Loss_D: 0.0121 Loss_G: 23.9429 D(x): 1.0000 D(G(z)): 0.0117 / 0.0030 [5845/10000][0/13] Loss_D: 0.0183 Loss_G: 17.3161 D(x): 1.0000 D(G(z)): 0.0173 / 0.0032 [5846/10000][0/13] Loss_D: 0.0020 Loss_G: 7.2044 D(x): 0.9998 D(G(z)): 0.0018 / 0.0014 [5847/10000][0/13] Loss_D: 0.0020 Loss_G: 8.1769 D(x): 1.0000 D(G(z)): 0.0020 / 0.0033 [5848/10000][0/13] Loss_D: 0.0071 Loss_G: 6.0049 D(x): 1.0000 D(G(z)): 0.0070 / 0.0036 [5849/10000][0/13] Loss_D: 0.0005 Loss_G: 8.2180 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5850/10000][0/13] Loss_D: 0.0023 Loss_G: 6.6162 D(x): 1.0000 D(G(z)): 0.0023 / 0.0019 [5851/10000][0/13] Loss_D: 0.0021 Loss_G: 7.6206 D(x): 0.9991 D(G(z)): 0.0012 / 0.0010 [5852/10000][0/13] Loss_D: 0.0024 Loss_G: 9.5579 D(x): 0.9979 D(G(z)): 0.0002 / 0.0002 [5853/10000][0/13] Loss_D: 0.1080 Loss_G: 6.0062 D(x): 0.9164 D(G(z)): 0.0011 / 0.0089 [5854/10000][0/13] Loss_D: 0.0043 Loss_G: 6.5946 D(x): 1.0000 D(G(z)): 0.0042 / 0.0028 [5855/10000][0/13] Loss_D: 0.0596 Loss_G: 8.3508 D(x): 1.0000 D(G(z)): 0.0538 / 0.0014 [5856/10000][0/13] Loss_D: 0.0013 Loss_G: 7.7224 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [5857/10000][0/13] Loss_D: 0.0011 Loss_G: 8.2699 D(x): 0.9998 D(G(z)): 0.0009 / 0.0005 [5858/10000][0/13] Loss_D: 0.0175 Loss_G: 6.2347 D(x): 1.0000 D(G(z)): 0.0166 / 0.0031 [5859/10000][0/13] Loss_D: 0.0093 Loss_G: 6.3373 D(x): 0.9973 D(G(z)): 0.0066 / 0.0022 [5860/10000][0/13] Loss_D: 0.0116 Loss_G: 6.3374 D(x): 0.9993 D(G(z)): 0.0107 / 0.0051 [5861/10000][0/13] Loss_D: 0.0019 Loss_G: 7.3725 D(x): 1.0000 D(G(z)): 0.0019 / 0.0015 [5862/10000][0/13] Loss_D: 0.0723 Loss_G: 7.9866 D(x): 0.9454 D(G(z)): 0.0008 / 0.0630 [5863/10000][0/13] Loss_D: 0.0018 Loss_G: 8.1184 D(x): 1.0000 D(G(z)): 0.0018 / 0.0014 [5864/10000][0/13] Loss_D: 0.0015 Loss_G: 7.6790 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [5865/10000][0/13] Loss_D: 0.0009 Loss_G: 9.4676 D(x): 0.9998 D(G(z)): 0.0007 / 0.0004 [5866/10000][0/13] Loss_D: 0.0021 Loss_G: 7.3056 D(x): 0.9996 D(G(z)): 0.0017 / 0.0014 [5867/10000][0/13] Loss_D: 0.0072 Loss_G: 7.0474 D(x): 0.9947 D(G(z)): 0.0015 / 0.0025 [5868/10000][0/13] Loss_D: 0.0072 Loss_G: 7.1685 D(x): 0.9950 D(G(z)): 0.0022 / 0.0022 [5869/10000][0/13] Loss_D: 0.0008 Loss_G: 7.5018 D(x): 1.0000 D(G(z)): 0.0008 / 0.0011 [5870/10000][0/13] Loss_D: 1.4265 Loss_G: 32.8495 D(x): 0.9484 D(G(z)): 0.0001 / 0.0000 [5871/10000][0/13] Loss_D: 0.0811 Loss_G: 11.6023 D(x): 0.9690 D(G(z)): 0.0020 / 0.0017 [5872/10000][0/13] Loss_D: 0.0068 Loss_G: 9.9561 D(x): 0.9999 D(G(z)): 0.0066 / 0.0006 [5873/10000][0/13] Loss_D: 0.0018 Loss_G: 17.8317 D(x): 1.0000 D(G(z)): 0.0018 / 0.0011 [5874/10000][0/13] Loss_D: 0.0067 Loss_G: 17.3451 D(x): 0.9989 D(G(z)): 0.0055 / 0.0013 [5875/10000][0/13] Loss_D: 0.0166 Loss_G: 14.5649 D(x): 0.9841 D(G(z)): 0.0002 / 0.0004 [5876/10000][0/13] Loss_D: 0.0010 Loss_G: 15.6812 D(x): 0.9999 D(G(z)): 0.0009 / 0.0008 [5877/10000][0/13] Loss_D: 0.0095 Loss_G: 13.3978 D(x): 1.0000 D(G(z)): 0.0094 / 0.0032 [5878/10000][0/13] Loss_D: 0.0021 Loss_G: 16.1230 D(x): 1.0000 D(G(z)): 0.0021 / 0.0012 [5879/10000][0/13] Loss_D: 0.0006 Loss_G: 11.6136 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5880/10000][0/13] Loss_D: 0.0009 Loss_G: 11.6788 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [5881/10000][0/13] Loss_D: 0.0017 Loss_G: 11.8811 D(x): 0.9998 D(G(z)): 0.0015 / 0.0012 [5882/10000][0/13] Loss_D: 0.0002 Loss_G: 13.5007 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5883/10000][0/13] Loss_D: 0.7280 Loss_G: 23.6156 D(x): 0.9350 D(G(z)): 0.0000 / 0.0000 [5884/10000][0/13] Loss_D: 0.0028 Loss_G: 17.1687 D(x): 0.9996 D(G(z)): 0.0024 / 0.0020 [5885/10000][0/13] Loss_D: 0.0026 Loss_G: 20.4849 D(x): 0.9999 D(G(z)): 0.0025 / 0.0018 [5886/10000][0/13] Loss_D: 0.0043 Loss_G: 18.5787 D(x): 1.0000 D(G(z)): 0.0041 / 0.0026 [5887/10000][0/13] Loss_D: 0.0024 Loss_G: 19.0412 D(x): 0.9999 D(G(z)): 0.0024 / 0.0015 [5888/10000][0/13] Loss_D: 0.0024 Loss_G: 14.4750 D(x): 0.9991 D(G(z)): 0.0015 / 0.0013 [5889/10000][0/13] Loss_D: 0.0081 Loss_G: 14.7424 D(x): 0.9937 D(G(z)): 0.0013 / 0.0017 [5890/10000][0/13] Loss_D: 0.0019 Loss_G: 17.5906 D(x): 0.9994 D(G(z)): 0.0013 / 0.0010 [5891/10000][0/13] Loss_D: 0.0017 Loss_G: 17.4683 D(x): 1.0000 D(G(z)): 0.0017 / 0.0005 [5892/10000][0/13] Loss_D: 0.0011 Loss_G: 19.8812 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [5893/10000][0/13] Loss_D: 0.0010 Loss_G: 18.5586 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [5894/10000][0/13] Loss_D: 0.0003 Loss_G: 15.8775 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5895/10000][0/13] Loss_D: 0.0018 Loss_G: 22.1789 D(x): 0.9999 D(G(z)): 0.0016 / 0.0006 [5896/10000][0/13] Loss_D: 0.0033 Loss_G: 20.0379 D(x): 0.9996 D(G(z)): 0.0029 / 0.0012 [5897/10000][0/13] Loss_D: 0.0012 Loss_G: 17.4717 D(x): 0.9998 D(G(z)): 0.0011 / 0.0008 [5898/10000][0/13] Loss_D: 0.0079 Loss_G: 19.2731 D(x): 1.0000 D(G(z)): 0.0078 / 0.0025 [5899/10000][0/13] Loss_D: 0.0071 Loss_G: 15.8956 D(x): 0.9998 D(G(z)): 0.0069 / 0.0051 [5900/10000][0/13] Loss_D: 0.7261 Loss_G: 30.1526 D(x): 1.0000 D(G(z)): 0.1614 / 0.0000 [5901/10000][0/13] Loss_D: 0.0024 Loss_G: 24.6251 D(x): 0.9982 D(G(z)): 0.0005 / 0.0008 [5902/10000][0/13] Loss_D: 0.0003 Loss_G: 21.8256 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [5903/10000][0/13] Loss_D: 0.0002 Loss_G: 16.4101 D(x): 1.0000 D(G(z)): 0.0002 / 0.0005 [5904/10000][0/13] Loss_D: 0.0008 Loss_G: 20.2986 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [5905/10000][0/13] Loss_D: 0.0001 Loss_G: 17.1886 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [5906/10000][0/13] Loss_D: 0.0008 Loss_G: 15.7372 D(x): 0.9999 D(G(z)): 0.0007 / 0.0007 [5907/10000][0/13] Loss_D: 0.0019 Loss_G: 19.3582 D(x): 1.0000 D(G(z)): 0.0019 / 0.0014 [5908/10000][0/13] Loss_D: 0.0007 Loss_G: 17.2543 D(x): 1.0000 D(G(z)): 0.0007 / 0.0010 [5909/10000][0/13] Loss_D: 0.0037 Loss_G: 18.2789 D(x): 0.9966 D(G(z)): 0.0002 / 0.0002 [5910/10000][0/13] Loss_D: 0.0003 Loss_G: 14.1477 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5911/10000][0/13] Loss_D: 0.0021 Loss_G: 16.6337 D(x): 0.9999 D(G(z)): 0.0020 / 0.0014 [5912/10000][0/13] Loss_D: 0.0003 Loss_G: 15.1239 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5913/10000][0/13] Loss_D: 0.0006 Loss_G: 12.9720 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [5914/10000][0/13] Loss_D: 0.0033 Loss_G: 16.5975 D(x): 0.9974 D(G(z)): 0.0006 / 0.0006 [5915/10000][0/13] Loss_D: 0.0018 Loss_G: 15.6355 D(x): 0.9987 D(G(z)): 0.0005 / 0.0004 [5916/10000][0/13] Loss_D: 0.0005 Loss_G: 11.1359 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [5917/10000][0/13] Loss_D: 0.0006 Loss_G: 10.8085 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [5918/10000][0/13] Loss_D: 0.0009 Loss_G: 12.4330 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [5919/10000][0/13] Loss_D: 0.0004 Loss_G: 12.3284 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [5920/10000][0/13] Loss_D: 0.0006 Loss_G: 10.8456 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5921/10000][0/13] Loss_D: 0.0016 Loss_G: 9.8703 D(x): 0.9995 D(G(z)): 0.0011 / 0.0014 [5922/10000][0/13] Loss_D: 0.0005 Loss_G: 9.2784 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5923/10000][0/13] Loss_D: 0.0011 Loss_G: 8.1721 D(x): 0.9994 D(G(z)): 0.0005 / 0.0005 [5924/10000][0/13] Loss_D: 0.0009 Loss_G: 8.4293 D(x): 0.9997 D(G(z)): 0.0006 / 0.0006 [5925/10000][0/13] Loss_D: 0.0012 Loss_G: 7.3751 D(x): 0.9997 D(G(z)): 0.0009 / 0.0010 [5926/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3654 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [5927/10000][0/13] Loss_D: 0.0009 Loss_G: 7.6030 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [5928/10000][0/13] Loss_D: 0.0014 Loss_G: 7.3994 D(x): 1.0000 D(G(z)): 0.0014 / 0.0009 [5929/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7151 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [5930/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4704 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [5931/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2105 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [5932/10000][0/13] Loss_D: 0.0009 Loss_G: 9.2879 D(x): 0.9993 D(G(z)): 0.0002 / 0.0002 [5933/10000][0/13] Loss_D: 0.0028 Loss_G: 8.4892 D(x): 0.9977 D(G(z)): 0.0004 / 0.0004 [5934/10000][0/13] Loss_D: 0.0013 Loss_G: 7.7335 D(x): 0.9999 D(G(z)): 0.0012 / 0.0008 [5935/10000][0/13] Loss_D: 0.0068 Loss_G: 7.1490 D(x): 1.0000 D(G(z)): 0.0067 / 0.0017 [5936/10000][0/13] Loss_D: 0.0019 Loss_G: 6.9836 D(x): 0.9999 D(G(z)): 0.0018 / 0.0014 [5937/10000][0/13] Loss_D: 0.0045 Loss_G: 6.7463 D(x): 0.9997 D(G(z)): 0.0042 / 0.0042 [5938/10000][0/13] Loss_D: 1.8842 Loss_G: 15.3397 D(x): 0.9374 D(G(z)): 0.0306 / 0.0061 [5939/10000][0/13] Loss_D: 0.0009 Loss_G: 15.2480 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [5940/10000][0/13] Loss_D: 0.0004 Loss_G: 9.1721 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [5941/10000][0/13] Loss_D: 0.0088 Loss_G: 7.2349 D(x): 0.9999 D(G(z)): 0.0086 / 0.0025 [5942/10000][0/13] Loss_D: 0.0008 Loss_G: 8.8910 D(x): 1.0000 D(G(z)): 0.0008 / 0.0004 [5943/10000][0/13] Loss_D: 0.0016 Loss_G: 9.6708 D(x): 0.9989 D(G(z)): 0.0004 / 0.0003 [5944/10000][0/13] Loss_D: 0.0003 Loss_G: 10.0481 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [5945/10000][0/13] Loss_D: 0.0001 Loss_G: 10.0504 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5946/10000][0/13] Loss_D: 0.0021 Loss_G: 9.3206 D(x): 0.9981 D(G(z)): 0.0003 / 0.0003 [5947/10000][0/13] Loss_D: 0.0102 Loss_G: 6.9578 D(x): 1.0000 D(G(z)): 0.0099 / 0.0023 [5948/10000][0/13] Loss_D: 0.2044 Loss_G: 19.8650 D(x): 1.0000 D(G(z)): 0.1020 / 0.0018 [5949/10000][0/13] Loss_D: 0.1024 Loss_G: 21.4621 D(x): 0.9586 D(G(z)): 0.0001 / 0.0003 [5950/10000][0/13] Loss_D: 0.0019 Loss_G: 18.5688 D(x): 0.9982 D(G(z)): 0.0001 / 0.0001 [5951/10000][0/13] Loss_D: 0.0016 Loss_G: 17.4391 D(x): 1.0000 D(G(z)): 0.0016 / 0.0011 [5952/10000][0/13] Loss_D: 0.0228 Loss_G: 14.4206 D(x): 1.0000 D(G(z)): 0.0215 / 0.0012 [5953/10000][0/13] Loss_D: 0.0001 Loss_G: 30.1196 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [5954/10000][0/13] Loss_D: 1.0625 Loss_G: 17.2847 D(x): 0.9687 D(G(z)): 0.0009 / 0.0007 [5955/10000][0/13] Loss_D: 0.0029 Loss_G: 14.9381 D(x): 0.9998 D(G(z)): 0.0026 / 0.0013 [5956/10000][0/13] Loss_D: 0.0007 Loss_G: 11.9316 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [5957/10000][0/13] Loss_D: 0.0071 Loss_G: 8.1361 D(x): 1.0000 D(G(z)): 0.0070 / 0.0014 [5958/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6966 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [5959/10000][0/13] Loss_D: 0.0016 Loss_G: 7.3201 D(x): 1.0000 D(G(z)): 0.0016 / 0.0013 [5960/10000][0/13] Loss_D: 0.0010 Loss_G: 7.6814 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [5961/10000][0/13] Loss_D: 0.0008 Loss_G: 7.7063 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [5962/10000][0/13] Loss_D: 0.0031 Loss_G: 7.6773 D(x): 0.9980 D(G(z)): 0.0011 / 0.0008 [5963/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1217 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [5964/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1983 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5965/10000][0/13] Loss_D: 0.0058 Loss_G: 6.3668 D(x): 0.9999 D(G(z)): 0.0056 / 0.0087 [5966/10000][0/13] Loss_D: 0.0006 Loss_G: 9.4181 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [5967/10000][0/13] Loss_D: 0.0009 Loss_G: 8.3584 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [5968/10000][0/13] Loss_D: 0.0079 Loss_G: 9.2694 D(x): 0.9925 D(G(z)): 0.0003 / 0.0003 [5969/10000][0/13] Loss_D: 0.0014 Loss_G: 7.5273 D(x): 0.9993 D(G(z)): 0.0008 / 0.0011 [5970/10000][0/13] Loss_D: 0.0023 Loss_G: 7.2470 D(x): 1.0000 D(G(z)): 0.0023 / 0.0016 [5971/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4216 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [5972/10000][0/13] Loss_D: 0.0531 Loss_G: 24.9203 D(x): 0.9797 D(G(z)): 0.0184 / 0.0003 [5973/10000][0/13] Loss_D: 0.0129 Loss_G: 21.0901 D(x): 1.0000 D(G(z)): 0.0123 / 0.0008 [5974/10000][0/13] Loss_D: 0.0195 Loss_G: 18.8762 D(x): 0.9859 D(G(z)): 0.0014 / 0.0059 [5975/10000][0/13] Loss_D: 0.0015 Loss_G: 22.5335 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [5976/10000][0/13] Loss_D: 0.0004 Loss_G: 23.3384 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [5977/10000][0/13] Loss_D: 0.0176 Loss_G: 21.6521 D(x): 1.0000 D(G(z)): 0.0169 / 0.0010 [5978/10000][0/13] Loss_D: 0.0013 Loss_G: 15.5412 D(x): 0.9999 D(G(z)): 0.0012 / 0.0009 [5979/10000][0/13] Loss_D: 0.0075 Loss_G: 16.3868 D(x): 0.9926 D(G(z)): 0.0001 / 0.0001 [5980/10000][0/13] Loss_D: 0.0051 Loss_G: 16.4342 D(x): 0.9954 D(G(z)): 0.0004 / 0.0004 [5981/10000][0/13] Loss_D: 0.0005 Loss_G: 18.2243 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [5982/10000][0/13] Loss_D: 0.0012 Loss_G: 13.9651 D(x): 0.9995 D(G(z)): 0.0007 / 0.0004 [5983/10000][0/13] Loss_D: 0.0062 Loss_G: 11.5309 D(x): 0.9994 D(G(z)): 0.0056 / 0.0032 [5984/10000][0/13] Loss_D: 0.0018 Loss_G: 14.6850 D(x): 0.9985 D(G(z)): 0.0002 / 0.0002 [5985/10000][0/13] Loss_D: 0.0037 Loss_G: 10.7567 D(x): 0.9966 D(G(z)): 0.0003 / 0.0003 [5986/10000][0/13] Loss_D: 0.0010 Loss_G: 8.5959 D(x): 0.9998 D(G(z)): 0.0008 / 0.0006 [5987/10000][0/13] Loss_D: 0.0029 Loss_G: 8.6996 D(x): 0.9982 D(G(z)): 0.0011 / 0.0009 [5988/10000][0/13] Loss_D: 0.0026 Loss_G: 8.9853 D(x): 0.9976 D(G(z)): 0.0002 / 0.0003 [5989/10000][0/13] Loss_D: 0.0014 Loss_G: 7.1689 D(x): 1.0000 D(G(z)): 0.0014 / 0.0024 [5990/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3102 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [5991/10000][0/13] Loss_D: 0.0008 Loss_G: 8.4711 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [5992/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2288 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [5993/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2004 D(x): 0.9998 D(G(z)): 0.0008 / 0.0006 [5994/10000][0/13] Loss_D: 0.0022 Loss_G: 7.3878 D(x): 0.9999 D(G(z)): 0.0021 / 0.0015 [5995/10000][0/13] Loss_D: 0.0093 Loss_G: 29.7673 D(x): 1.0000 D(G(z)): 0.0092 / 0.0010 [5996/10000][0/13] Loss_D: 1.0930 Loss_G: 18.4469 D(x): 0.9687 D(G(z)): 0.0464 / 0.0067 [5997/10000][0/13] Loss_D: 0.0008 Loss_G: 28.8805 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [5998/10000][0/13] Loss_D: 0.0002 Loss_G: 25.3853 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [5999/10000][0/13] Loss_D: 0.0002 Loss_G: 22.3686 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [6000/10000][0/13] Loss_D: 0.0001 Loss_G: 32.9126 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [6001/10000][0/13] Loss_D: 0.0009 Loss_G: 21.3300 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [6002/10000][0/13] Loss_D: 0.0021 Loss_G: 19.2113 D(x): 1.0000 D(G(z)): 0.0020 / 0.0013 [6003/10000][0/13] Loss_D: 0.0000 Loss_G: 14.3767 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6004/10000][0/13] Loss_D: 0.0011 Loss_G: 11.1146 D(x): 0.9991 D(G(z)): 0.0001 / 0.0001 [6005/10000][0/13] Loss_D: 0.0010 Loss_G: 8.4557 D(x): 0.9998 D(G(z)): 0.0008 / 0.0006 [6006/10000][0/13] Loss_D: 0.0010 Loss_G: 10.4779 D(x): 0.9991 D(G(z)): 0.0001 / 0.0001 [6007/10000][0/13] Loss_D: 0.0022 Loss_G: 7.3111 D(x): 0.9999 D(G(z)): 0.0021 / 0.0016 [6008/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4258 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6009/10000][0/13] Loss_D: 0.0036 Loss_G: 7.2545 D(x): 0.9991 D(G(z)): 0.0027 / 0.0013 [6010/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3350 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6011/10000][0/13] Loss_D: 0.0041 Loss_G: 6.8403 D(x): 1.0000 D(G(z)): 0.0040 / 0.0021 [6012/10000][0/13] Loss_D: 0.0014 Loss_G: 9.3251 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [6013/10000][0/13] Loss_D: 0.0004 Loss_G: 11.3315 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [6014/10000][0/13] Loss_D: 0.0010 Loss_G: 9.2651 D(x): 1.0000 D(G(z)): 0.0010 / 0.0011 [6015/10000][0/13] Loss_D: 0.0048 Loss_G: 10.9946 D(x): 0.9953 D(G(z)): 0.0001 / 0.0001 [6016/10000][0/13] Loss_D: 0.0023 Loss_G: 9.1696 D(x): 0.9994 D(G(z)): 0.0017 / 0.0013 [6017/10000][0/13] Loss_D: 0.0026 Loss_G: 7.6417 D(x): 1.0000 D(G(z)): 0.0026 / 0.0031 [6018/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0539 D(x): 1.0000 D(G(z)): 0.0010 / 0.0011 [6019/10000][0/13] Loss_D: 0.0001 Loss_G: 10.4736 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6020/10000][0/13] Loss_D: 0.0007 Loss_G: 8.6967 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6021/10000][0/13] Loss_D: 0.0102 Loss_G: 8.9100 D(x): 0.9906 D(G(z)): 0.0003 / 0.0005 [6022/10000][0/13] Loss_D: 0.0002 Loss_G: 11.5945 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6023/10000][0/13] Loss_D: 0.0011 Loss_G: 9.7055 D(x): 0.9992 D(G(z)): 0.0004 / 0.0003 [6024/10000][0/13] Loss_D: 0.0073 Loss_G: 7.9505 D(x): 0.9940 D(G(z)): 0.0008 / 0.0012 [6025/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1611 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6026/10000][0/13] Loss_D: 1.3912 Loss_G: 20.6084 D(x): 1.0000 D(G(z)): 0.2306 / 0.0000 [6027/10000][0/13] Loss_D: 0.0472 Loss_G: 35.8242 D(x): 0.9757 D(G(z)): 0.0002 / 0.0002 [6028/10000][0/13] Loss_D: 0.0008 Loss_G: 26.9731 D(x): 1.0000 D(G(z)): 0.0008 / 0.0003 [6029/10000][0/13] Loss_D: 0.0158 Loss_G: 14.7933 D(x): 1.0000 D(G(z)): 0.0154 / 0.0025 [6030/10000][0/13] Loss_D: 0.1249 Loss_G: 8.1968 D(x): 0.9619 D(G(z)): 0.0004 / 0.0377 [6031/10000][0/13] Loss_D: 0.0008 Loss_G: 10.1737 D(x): 0.9996 D(G(z)): 0.0004 / 0.0002 [6032/10000][0/13] Loss_D: 0.0525 Loss_G: 9.2483 D(x): 0.9726 D(G(z)): 0.0019 / 0.0037 [6033/10000][0/13] Loss_D: 0.0087 Loss_G: 11.8032 D(x): 0.9931 D(G(z)): 0.0010 / 0.0012 [6034/10000][0/13] Loss_D: 0.0005 Loss_G: 11.7884 D(x): 0.9995 D(G(z)): 0.0001 / 0.0000 [6035/10000][0/13] Loss_D: 0.0008 Loss_G: 11.3727 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [6036/10000][0/13] Loss_D: 0.0027 Loss_G: 7.2300 D(x): 0.9992 D(G(z)): 0.0019 / 0.0014 [6037/10000][0/13] Loss_D: 0.0193 Loss_G: 6.4906 D(x): 0.9991 D(G(z)): 0.0172 / 0.0052 [6038/10000][0/13] Loss_D: 0.0019 Loss_G: 7.0083 D(x): 1.0000 D(G(z)): 0.0019 / 0.0016 [6039/10000][0/13] Loss_D: 0.0007 Loss_G: 8.0223 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [6040/10000][0/13] Loss_D: 0.0039 Loss_G: 7.4081 D(x): 0.9998 D(G(z)): 0.0037 / 0.0029 [6041/10000][0/13] Loss_D: 0.0046 Loss_G: 7.1076 D(x): 0.9995 D(G(z)): 0.0042 / 0.0028 [6042/10000][0/13] Loss_D: 0.0034 Loss_G: 7.9472 D(x): 0.9976 D(G(z)): 0.0010 / 0.0008 [6043/10000][0/13] Loss_D: 0.0140 Loss_G: 6.7722 D(x): 0.9879 D(G(z)): 0.0016 / 0.0021 [6044/10000][0/13] Loss_D: 0.0072 Loss_G: 5.9547 D(x): 0.9994 D(G(z)): 0.0066 / 0.0040 [6045/10000][0/13] Loss_D: 0.0011 Loss_G: 7.9705 D(x): 0.9996 D(G(z)): 0.0006 / 0.0007 [6046/10000][0/13] Loss_D: 0.0021 Loss_G: 7.4081 D(x): 0.9995 D(G(z)): 0.0016 / 0.0012 [6047/10000][0/13] Loss_D: 0.0225 Loss_G: 16.8074 D(x): 1.0000 D(G(z)): 0.0203 / 0.0004 [6048/10000][0/13] Loss_D: 0.0159 Loss_G: 8.2311 D(x): 1.0000 D(G(z)): 0.0149 / 0.0014 [6049/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7560 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6050/10000][0/13] Loss_D: 0.0033 Loss_G: 7.8264 D(x): 1.0000 D(G(z)): 0.0033 / 0.0013 [6051/10000][0/13] Loss_D: 0.0020 Loss_G: 7.4773 D(x): 1.0000 D(G(z)): 0.0020 / 0.0014 [6052/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7740 D(x): 0.9994 D(G(z)): 0.0004 / 0.0003 [6053/10000][0/13] Loss_D: 0.0018 Loss_G: 8.2166 D(x): 0.9999 D(G(z)): 0.0016 / 0.0013 [6054/10000][0/13] Loss_D: 0.0083 Loss_G: 5.9312 D(x): 0.9998 D(G(z)): 0.0080 / 0.0079 [6055/10000][0/13] Loss_D: 0.0014 Loss_G: 7.9502 D(x): 0.9999 D(G(z)): 0.0013 / 0.0010 [6056/10000][0/13] Loss_D: 0.0232 Loss_G: 8.6455 D(x): 1.0000 D(G(z)): 0.0213 / 0.0005 [6057/10000][0/13] Loss_D: 0.0002 Loss_G: 30.1071 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6058/10000][0/13] Loss_D: 0.0003 Loss_G: 24.7886 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6059/10000][0/13] Loss_D: 0.0011 Loss_G: 19.9676 D(x): 0.9999 D(G(z)): 0.0010 / 0.0009 [6060/10000][0/13] Loss_D: 0.0022 Loss_G: 17.6578 D(x): 0.9992 D(G(z)): 0.0013 / 0.0012 [6061/10000][0/13] Loss_D: 0.0058 Loss_G: 15.4974 D(x): 0.9999 D(G(z)): 0.0057 / 0.0031 [6062/10000][0/13] Loss_D: 0.0009 Loss_G: 16.0933 D(x): 0.9991 D(G(z)): 0.0001 / 0.0001 [6063/10000][0/13] Loss_D: 0.0010 Loss_G: 16.2552 D(x): 0.9994 D(G(z)): 0.0004 / 0.0003 [6064/10000][0/13] Loss_D: 0.0009 Loss_G: 16.6227 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [6065/10000][0/13] Loss_D: 0.0002 Loss_G: 16.3251 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6066/10000][0/13] Loss_D: 0.0007 Loss_G: 13.3022 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [6067/10000][0/13] Loss_D: 0.0007 Loss_G: 12.9112 D(x): 0.9993 D(G(z)): 0.0000 / 0.0000 [6068/10000][0/13] Loss_D: 0.0010 Loss_G: 17.5709 D(x): 0.9993 D(G(z)): 0.0003 / 0.0002 [6069/10000][0/13] Loss_D: 0.0010 Loss_G: 14.2550 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [6070/10000][0/13] Loss_D: 0.0002 Loss_G: 18.1137 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6071/10000][0/13] Loss_D: 1.4930 Loss_G: 12.9770 D(x): 0.9686 D(G(z)): 0.0005 / 0.0006 [6072/10000][0/13] Loss_D: 0.0017 Loss_G: 12.3895 D(x): 0.9984 D(G(z)): 0.0000 / 0.0000 [6073/10000][0/13] Loss_D: 2.6586 Loss_G: 13.4170 D(x): 0.9339 D(G(z)): 0.0005 / 0.0009 [6074/10000][0/13] Loss_D: 0.0001 Loss_G: 15.8156 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6075/10000][0/13] Loss_D: 0.0003 Loss_G: 13.6638 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6076/10000][0/13] Loss_D: 0.0034 Loss_G: 12.5509 D(x): 0.9967 D(G(z)): 0.0001 / 0.0001 [6077/10000][0/13] Loss_D: 0.0026 Loss_G: 10.2151 D(x): 0.9998 D(G(z)): 0.0024 / 0.0032 [6078/10000][0/13] Loss_D: 0.0022 Loss_G: 10.1842 D(x): 0.9983 D(G(z)): 0.0005 / 0.0006 [6079/10000][0/13] Loss_D: 1.2544 Loss_G: 12.6310 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [6080/10000][0/13] Loss_D: 0.0004 Loss_G: 9.9691 D(x): 0.9998 D(G(z)): 0.0001 / 0.0002 [6081/10000][0/13] Loss_D: 0.0006 Loss_G: 12.0209 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [6082/10000][0/13] Loss_D: 0.0002 Loss_G: 12.9343 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6083/10000][0/13] Loss_D: 0.0006 Loss_G: 10.2625 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [6084/10000][0/13] Loss_D: 0.0007 Loss_G: 9.3065 D(x): 0.9997 D(G(z)): 0.0004 / 0.0004 [6085/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3483 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6086/10000][0/13] Loss_D: 1.3735 Loss_G: 7.6256 D(x): 0.9681 D(G(z)): 0.0016 / 0.0023 [6087/10000][0/13] Loss_D: 0.0026 Loss_G: 7.1073 D(x): 0.9997 D(G(z)): 0.0023 / 0.0016 [6088/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6798 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [6089/10000][0/13] Loss_D: 0.0014 Loss_G: 7.8376 D(x): 0.9997 D(G(z)): 0.0012 / 0.0010 [6090/10000][0/13] Loss_D: 0.1938 Loss_G: 8.9399 D(x): 0.9995 D(G(z)): 0.0349 / 0.0005 [6091/10000][0/13] Loss_D: 0.0142 Loss_G: 6.0859 D(x): 1.0000 D(G(z)): 0.0140 / 0.0031 [6092/10000][0/13] Loss_D: 0.0003 Loss_G: 9.8517 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6093/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3603 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6094/10000][0/13] Loss_D: 0.0009 Loss_G: 8.6191 D(x): 0.9997 D(G(z)): 0.0006 / 0.0004 [6095/10000][0/13] Loss_D: 0.0006 Loss_G: 7.9763 D(x): 0.9997 D(G(z)): 0.0004 / 0.0005 [6096/10000][0/13] Loss_D: 0.0001 Loss_G: 11.3120 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6097/10000][0/13] Loss_D: 0.0045 Loss_G: 8.4567 D(x): 1.0000 D(G(z)): 0.0044 / 0.0015 [6098/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5154 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6099/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7714 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6100/10000][0/13] Loss_D: 0.0004 Loss_G: 8.1696 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [6101/10000][0/13] Loss_D: 0.0037 Loss_G: 6.7439 D(x): 0.9992 D(G(z)): 0.0029 / 0.0016 [6102/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5904 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6103/10000][0/13] Loss_D: 0.0009 Loss_G: 8.0944 D(x): 0.9995 D(G(z)): 0.0004 / 0.0004 [6104/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2562 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [6105/10000][0/13] Loss_D: 0.0017 Loss_G: 7.0868 D(x): 1.0000 D(G(z)): 0.0016 / 0.0013 [6106/10000][0/13] Loss_D: 0.0015 Loss_G: 7.1912 D(x): 0.9997 D(G(z)): 0.0011 / 0.0010 [6107/10000][0/13] Loss_D: 0.0000 Loss_G: 26.7724 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6108/10000][0/13] Loss_D: 0.0007 Loss_G: 19.7728 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [6109/10000][0/13] Loss_D: 0.0049 Loss_G: 17.8422 D(x): 0.9982 D(G(z)): 0.0031 / 0.0016 [6110/10000][0/13] Loss_D: 0.2912 Loss_G: 19.4166 D(x): 1.0000 D(G(z)): 0.0709 / 0.0000 [6111/10000][0/13] Loss_D: 0.0003 Loss_G: 21.0789 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6112/10000][0/13] Loss_D: 0.0007 Loss_G: 16.5706 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6113/10000][0/13] Loss_D: 0.0001 Loss_G: 19.0508 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [6114/10000][0/13] Loss_D: 0.0025 Loss_G: 16.1528 D(x): 0.9998 D(G(z)): 0.0023 / 0.0014 [6115/10000][0/13] Loss_D: 0.0190 Loss_G: 15.7573 D(x): 1.0000 D(G(z)): 0.0151 / 0.0028 [6116/10000][0/13] Loss_D: 0.0000 Loss_G: 18.7538 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6117/10000][0/13] Loss_D: 0.0001 Loss_G: 16.3375 D(x): 0.9999 D(G(z)): 0.0001 / 0.0000 [6118/10000][0/13] Loss_D: 0.0001 Loss_G: 16.1293 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [6119/10000][0/13] Loss_D: 0.0003 Loss_G: 13.0862 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6120/10000][0/13] Loss_D: 0.0002 Loss_G: 13.9416 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6121/10000][0/13] Loss_D: 0.0002 Loss_G: 13.9475 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6122/10000][0/13] Loss_D: 0.0002 Loss_G: 12.6390 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6123/10000][0/13] Loss_D: 0.0118 Loss_G: 7.2293 D(x): 1.0000 D(G(z)): 0.0115 / 0.0109 [6124/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1654 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6125/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0371 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [6126/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5328 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6127/10000][0/13] Loss_D: 0.0003 Loss_G: 8.8720 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6128/10000][0/13] Loss_D: 0.0623 Loss_G: 5.7199 D(x): 0.9685 D(G(z)): 0.0042 / 0.0887 [6129/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2518 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6130/10000][0/13] Loss_D: 0.0126 Loss_G: 47.6642 D(x): 0.9887 D(G(z)): 0.0002 / 0.0001 [6131/10000][0/13] Loss_D: 0.0010 Loss_G: 35.1662 D(x): 1.0000 D(G(z)): 0.0010 / 0.0005 [6132/10000][0/13] Loss_D: 0.9063 Loss_G: 29.6883 D(x): 0.9687 D(G(z)): 0.0001 / 0.0000 [6133/10000][0/13] Loss_D: 0.0019 Loss_G: 18.7267 D(x): 1.0000 D(G(z)): 0.0019 / 0.0012 [6134/10000][0/13] Loss_D: 0.0018 Loss_G: 13.6838 D(x): 0.9995 D(G(z)): 0.0013 / 0.0021 [6135/10000][0/13] Loss_D: 0.0002 Loss_G: 17.9844 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [6136/10000][0/13] Loss_D: 0.0061 Loss_G: 15.5762 D(x): 0.9986 D(G(z)): 0.0046 / 0.0020 [6137/10000][0/13] Loss_D: 0.0007 Loss_G: 14.5324 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [6138/10000][0/13] Loss_D: 0.6521 Loss_G: 30.1660 D(x): 1.0000 D(G(z)): 0.3510 / 0.0000 [6139/10000][0/13] Loss_D: 0.1065 Loss_G: 29.7309 D(x): 0.9490 D(G(z)): 0.0002 / 0.0007 [6140/10000][0/13] Loss_D: 0.0147 Loss_G: 21.7985 D(x): 1.0000 D(G(z)): 0.0140 / 0.0014 [6141/10000][0/13] Loss_D: 0.0000 Loss_G: 24.8571 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6142/10000][0/13] Loss_D: 0.0007 Loss_G: 17.8385 D(x): 0.9998 D(G(z)): 0.0005 / 0.0003 [6143/10000][0/13] Loss_D: 0.0001 Loss_G: 24.5304 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [6144/10000][0/13] Loss_D: 0.0002 Loss_G: 18.9745 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6145/10000][0/13] Loss_D: 0.0017 Loss_G: 17.2034 D(x): 1.0000 D(G(z)): 0.0017 / 0.0010 [6146/10000][0/13] Loss_D: 0.0009 Loss_G: 16.0085 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [6147/10000][0/13] Loss_D: 0.0414 Loss_G: 15.0665 D(x): 0.9719 D(G(z)): 0.0038 / 0.0056 [6148/10000][0/13] Loss_D: 0.0002 Loss_G: 13.3229 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6149/10000][0/13] Loss_D: 0.0095 Loss_G: 16.2548 D(x): 1.0000 D(G(z)): 0.0094 / 0.0027 [6150/10000][0/13] Loss_D: 0.0009 Loss_G: 14.5443 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [6151/10000][0/13] Loss_D: 0.0043 Loss_G: 11.5852 D(x): 0.9995 D(G(z)): 0.0038 / 0.0027 [6152/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7963 D(x): 0.9998 D(G(z)): 0.0015 / 0.0014 [6153/10000][0/13] Loss_D: 0.0017 Loss_G: 7.2249 D(x): 0.9995 D(G(z)): 0.0012 / 0.0009 [6154/10000][0/13] Loss_D: 0.0122 Loss_G: 8.7891 D(x): 0.9884 D(G(z)): 0.0002 / 0.0002 [6155/10000][0/13] Loss_D: 0.0025 Loss_G: 6.6563 D(x): 0.9997 D(G(z)): 0.0022 / 0.0017 [6156/10000][0/13] Loss_D: 0.0032 Loss_G: 7.2350 D(x): 0.9979 D(G(z)): 0.0011 / 0.0009 [6157/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8445 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6158/10000][0/13] Loss_D: 0.0012 Loss_G: 7.3134 D(x): 0.9999 D(G(z)): 0.0011 / 0.0010 [6159/10000][0/13] Loss_D: 0.0017 Loss_G: 7.4564 D(x): 0.9998 D(G(z)): 0.0015 / 0.0012 [6160/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8036 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [6161/10000][0/13] Loss_D: 0.0012 Loss_G: 7.3887 D(x): 0.9999 D(G(z)): 0.0011 / 0.0009 [6162/10000][0/13] Loss_D: 0.0024 Loss_G: 6.5773 D(x): 0.9999 D(G(z)): 0.0023 / 0.0017 [6163/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3209 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [6164/10000][0/13] Loss_D: 0.0006 Loss_G: 9.6630 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [6165/10000][0/13] Loss_D: 0.0030 Loss_G: 7.1677 D(x): 0.9987 D(G(z)): 0.0016 / 0.0012 [6166/10000][0/13] Loss_D: 0.0016 Loss_G: 7.1841 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [6167/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8563 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [6168/10000][0/13] Loss_D: 0.0013 Loss_G: 7.3300 D(x): 1.0000 D(G(z)): 0.0013 / 0.0020 [6169/10000][0/13] Loss_D: 0.0177 Loss_G: 33.3455 D(x): 1.0000 D(G(z)): 0.0170 / 0.0031 [6170/10000][0/13] Loss_D: 0.0015 Loss_G: 27.3563 D(x): 1.0000 D(G(z)): 0.0014 / 0.0008 [6171/10000][0/13] Loss_D: 0.0082 Loss_G: 19.5593 D(x): 0.9946 D(G(z)): 0.0022 / 0.0018 [6172/10000][0/13] Loss_D: 0.0002 Loss_G: 20.5517 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [6173/10000][0/13] Loss_D: 0.0134 Loss_G: 19.5964 D(x): 1.0000 D(G(z)): 0.0126 / 0.0007 [6174/10000][0/13] Loss_D: 0.0008 Loss_G: 18.0665 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [6175/10000][0/13] Loss_D: 0.0017 Loss_G: 13.6035 D(x): 0.9993 D(G(z)): 0.0010 / 0.0009 [6176/10000][0/13] Loss_D: 0.0015 Loss_G: 8.0961 D(x): 1.0000 D(G(z)): 0.0015 / 0.0007 [6177/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2601 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6178/10000][0/13] Loss_D: 0.0012 Loss_G: 8.0085 D(x): 0.9999 D(G(z)): 0.0011 / 0.0007 [6179/10000][0/13] Loss_D: 0.0036 Loss_G: 6.9099 D(x): 0.9999 D(G(z)): 0.0034 / 0.0018 [6180/10000][0/13] Loss_D: 0.0006 Loss_G: 7.7343 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6181/10000][0/13] Loss_D: 0.0889 Loss_G: 9.3952 D(x): 0.9705 D(G(z)): 0.0021 / 0.0008 [6182/10000][0/13] Loss_D: 0.0007 Loss_G: 9.0105 D(x): 0.9995 D(G(z)): 0.0002 / 0.0001 [6183/10000][0/13] Loss_D: 0.0003 Loss_G: 9.6044 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6184/10000][0/13] Loss_D: 0.0013 Loss_G: 7.8741 D(x): 0.9993 D(G(z)): 0.0006 / 0.0006 [6185/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9030 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [6186/10000][0/13] Loss_D: 0.0007 Loss_G: 7.9395 D(x): 0.9999 D(G(z)): 0.0006 / 0.0010 [6187/10000][0/13] Loss_D: 0.0014 Loss_G: 7.7260 D(x): 1.0000 D(G(z)): 0.0014 / 0.0061 [6188/10000][0/13] Loss_D: 0.0003 Loss_G: 8.7654 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6189/10000][0/13] Loss_D: 0.0033 Loss_G: 7.7118 D(x): 0.9975 D(G(z)): 0.0008 / 0.0008 [6190/10000][0/13] Loss_D: 0.0012 Loss_G: 7.7359 D(x): 0.9999 D(G(z)): 0.0011 / 0.0010 [6191/10000][0/13] Loss_D: 0.0038 Loss_G: 6.9901 D(x): 1.0000 D(G(z)): 0.0038 / 0.0029 [6192/10000][0/13] Loss_D: 0.0006 Loss_G: 8.0829 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [6193/10000][0/13] Loss_D: 0.0041 Loss_G: 6.8993 D(x): 0.9998 D(G(z)): 0.0038 / 0.0018 [6194/10000][0/13] Loss_D: 0.0084 Loss_G: 6.2654 D(x): 0.9993 D(G(z)): 0.0076 / 0.0033 [6195/10000][0/13] Loss_D: 0.0006 Loss_G: 11.4517 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [6196/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0168 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6197/10000][0/13] Loss_D: 0.0007 Loss_G: 8.6684 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6198/10000][0/13] Loss_D: 0.0167 Loss_G: 6.8111 D(x): 0.9999 D(G(z)): 0.0162 / 0.0033 [6199/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6778 D(x): 0.9996 D(G(z)): 0.0004 / 0.0004 [6200/10000][0/13] Loss_D: 0.0087 Loss_G: 6.1111 D(x): 0.9954 D(G(z)): 0.0038 / 0.0059 [6201/10000][0/13] Loss_D: 0.0366 Loss_G: 7.0927 D(x): 1.0000 D(G(z)): 0.0241 / 0.0020 [6202/10000][0/13] Loss_D: 0.0010 Loss_G: 8.1035 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [6203/10000][0/13] Loss_D: 0.0051 Loss_G: 6.3978 D(x): 1.0000 D(G(z)): 0.0050 / 0.0027 [6204/10000][0/13] Loss_D: 0.4010 Loss_G: 22.3910 D(x): 1.0000 D(G(z)): 0.2255 / 0.0055 [6205/10000][0/13] Loss_D: 0.0123 Loss_G: 23.7112 D(x): 0.9995 D(G(z)): 0.0112 / 0.0151 [6206/10000][0/13] Loss_D: 0.0002 Loss_G: 22.7118 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [6207/10000][0/13] Loss_D: 0.0032 Loss_G: 16.6142 D(x): 1.0000 D(G(z)): 0.0032 / 0.0052 [6208/10000][0/13] Loss_D: 0.0007 Loss_G: 22.4954 D(x): 0.9996 D(G(z)): 0.0004 / 0.0003 [6209/10000][0/13] Loss_D: 0.0034 Loss_G: 17.9740 D(x): 0.9972 D(G(z)): 0.0006 / 0.0005 [6210/10000][0/13] Loss_D: 0.0007 Loss_G: 16.9980 D(x): 0.9996 D(G(z)): 0.0003 / 0.0002 [6211/10000][0/13] Loss_D: 0.0027 Loss_G: 14.2412 D(x): 0.9997 D(G(z)): 0.0024 / 0.0015 [6212/10000][0/13] Loss_D: 0.0046 Loss_G: 14.9425 D(x): 0.9998 D(G(z)): 0.0043 / 0.0027 [6213/10000][0/13] Loss_D: 0.0005 Loss_G: 13.7624 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [6214/10000][0/13] Loss_D: 0.0026 Loss_G: 14.1597 D(x): 1.0000 D(G(z)): 0.0026 / 0.0012 [6215/10000][0/13] Loss_D: 0.0007 Loss_G: 9.1837 D(x): 0.9996 D(G(z)): 0.0003 / 0.0004 [6216/10000][0/13] Loss_D: 0.0012 Loss_G: 8.2551 D(x): 0.9997 D(G(z)): 0.0009 / 0.0007 [6217/10000][0/13] Loss_D: 0.0007 Loss_G: 8.9140 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [6218/10000][0/13] Loss_D: 0.0011 Loss_G: 8.7761 D(x): 0.9995 D(G(z)): 0.0005 / 0.0004 [6219/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1470 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6220/10000][0/13] Loss_D: 0.0010 Loss_G: 7.7251 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [6221/10000][0/13] Loss_D: 0.0012 Loss_G: 7.6969 D(x): 0.9998 D(G(z)): 0.0010 / 0.0008 [6222/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0943 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6223/10000][0/13] Loss_D: 0.0012 Loss_G: 7.6676 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [6224/10000][0/13] Loss_D: 0.0036 Loss_G: 7.0902 D(x): 1.0000 D(G(z)): 0.0036 / 0.0021 [6225/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5424 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6226/10000][0/13] Loss_D: 0.0019 Loss_G: 7.1986 D(x): 1.0000 D(G(z)): 0.0018 / 0.0012 [6227/10000][0/13] Loss_D: 0.0024 Loss_G: 28.9057 D(x): 0.9976 D(G(z)): 0.0000 / 0.0000 [6228/10000][0/13] Loss_D: 0.0003 Loss_G: 18.2921 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6229/10000][0/13] Loss_D: 0.0004 Loss_G: 14.0508 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6230/10000][0/13] Loss_D: 0.0004 Loss_G: 13.0935 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6231/10000][0/13] Loss_D: 0.0008 Loss_G: 11.5292 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [6232/10000][0/13] Loss_D: 0.0010 Loss_G: 9.0685 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [6233/10000][0/13] Loss_D: 0.0113 Loss_G: 5.9100 D(x): 1.0000 D(G(z)): 0.0111 / 0.0071 [6234/10000][0/13] Loss_D: 0.0014 Loss_G: 8.0650 D(x): 1.0000 D(G(z)): 0.0013 / 0.0011 [6235/10000][0/13] Loss_D: 0.0044 Loss_G: 16.9499 D(x): 0.9999 D(G(z)): 0.0042 / 0.0017 [6236/10000][0/13] Loss_D: 0.0858 Loss_G: 13.3529 D(x): 0.9596 D(G(z)): 0.0010 / 0.0114 [6237/10000][0/13] Loss_D: 0.0007 Loss_G: 16.5248 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6238/10000][0/13] Loss_D: 0.0020 Loss_G: 15.2453 D(x): 0.9999 D(G(z)): 0.0019 / 0.0012 [6239/10000][0/13] Loss_D: 0.0008 Loss_G: 12.3775 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6240/10000][0/13] Loss_D: 0.0019 Loss_G: 22.8419 D(x): 0.9998 D(G(z)): 0.0017 / 0.0013 [6241/10000][0/13] Loss_D: 0.0005 Loss_G: 17.3701 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6242/10000][0/13] Loss_D: 0.0003 Loss_G: 18.6532 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6243/10000][0/13] Loss_D: 0.0018 Loss_G: 16.7319 D(x): 0.9999 D(G(z)): 0.0017 / 0.0009 [6244/10000][0/13] Loss_D: 0.0006 Loss_G: 16.8822 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6245/10000][0/13] Loss_D: 0.0001 Loss_G: 14.6366 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6246/10000][0/13] Loss_D: 0.0008 Loss_G: 12.0600 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [6247/10000][0/13] Loss_D: 0.0008 Loss_G: 10.0169 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [6248/10000][0/13] Loss_D: 0.0011 Loss_G: 9.5132 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [6249/10000][0/13] Loss_D: 0.0017 Loss_G: 8.6863 D(x): 1.0000 D(G(z)): 0.0016 / 0.0011 [6250/10000][0/13] Loss_D: 0.0009 Loss_G: 9.1702 D(x): 0.9998 D(G(z)): 0.0007 / 0.0007 [6251/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2709 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6252/10000][0/13] Loss_D: 0.0015 Loss_G: 8.1057 D(x): 0.9992 D(G(z)): 0.0007 / 0.0006 [6253/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0595 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [6254/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1435 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6255/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9855 D(x): 1.0000 D(G(z)): 0.0003 / 0.0004 [6256/10000][0/13] Loss_D: 0.0013 Loss_G: 7.6859 D(x): 0.9995 D(G(z)): 0.0008 / 0.0007 [6257/10000][0/13] Loss_D: 0.0002 Loss_G: 8.9177 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6258/10000][0/13] Loss_D: 0.0028 Loss_G: 8.8996 D(x): 0.9975 D(G(z)): 0.0003 / 0.0003 [6259/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7129 D(x): 0.9999 D(G(z)): 0.0016 / 0.0011 [6260/10000][0/13] Loss_D: 0.0020 Loss_G: 6.6989 D(x): 0.9996 D(G(z)): 0.0017 / 0.0021 [6261/10000][0/13] Loss_D: 0.0055 Loss_G: 7.4375 D(x): 0.9964 D(G(z)): 0.0018 / 0.0018 [6262/10000][0/13] Loss_D: 0.0007 Loss_G: 7.7621 D(x): 1.0000 D(G(z)): 0.0007 / 0.0007 [6263/10000][0/13] Loss_D: 0.0001 Loss_G: 10.1004 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6264/10000][0/13] Loss_D: 0.0003 Loss_G: 8.9877 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6265/10000][0/13] Loss_D: 0.0010 Loss_G: 7.9538 D(x): 0.9998 D(G(z)): 0.0008 / 0.0007 [6266/10000][0/13] Loss_D: 0.0037 Loss_G: 7.2646 D(x): 1.0000 D(G(z)): 0.0037 / 0.0020 [6267/10000][0/13] Loss_D: 0.0013 Loss_G: 7.8645 D(x): 0.9999 D(G(z)): 0.0012 / 0.0009 [6268/10000][0/13] Loss_D: 0.0006 Loss_G: 16.0004 D(x): 0.9994 D(G(z)): 0.0000 / 0.0000 [6269/10000][0/13] Loss_D: 0.0001 Loss_G: 12.7557 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6270/10000][0/13] Loss_D: 0.0002 Loss_G: 9.9810 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6271/10000][0/13] Loss_D: 0.0011 Loss_G: 9.7619 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [6272/10000][0/13] Loss_D: 0.0017 Loss_G: 10.4979 D(x): 0.9985 D(G(z)): 0.0001 / 0.0001 [6273/10000][0/13] Loss_D: 0.0036 Loss_G: 7.0192 D(x): 0.9999 D(G(z)): 0.0035 / 0.0032 [6274/10000][0/13] Loss_D: 0.0079 Loss_G: 7.2320 D(x): 0.9971 D(G(z)): 0.0049 / 0.0018 [6275/10000][0/13] Loss_D: 0.0009 Loss_G: 8.1329 D(x): 0.9999 D(G(z)): 0.0009 / 0.0008 [6276/10000][0/13] Loss_D: 0.0020 Loss_G: 10.8396 D(x): 0.9982 D(G(z)): 0.0002 / 0.0002 [6277/10000][0/13] Loss_D: 0.2462 Loss_G: 28.6451 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [6278/10000][0/13] Loss_D: 0.0034 Loss_G: 14.3933 D(x): 1.0000 D(G(z)): 0.0033 / 0.0019 [6279/10000][0/13] Loss_D: 0.0023 Loss_G: 13.9800 D(x): 1.0000 D(G(z)): 0.0022 / 0.0010 [6280/10000][0/13] Loss_D: 0.0002 Loss_G: 16.6159 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6281/10000][0/13] Loss_D: 0.0015 Loss_G: 18.1643 D(x): 0.9992 D(G(z)): 0.0007 / 0.0004 [6282/10000][0/13] Loss_D: 0.0011 Loss_G: 13.8400 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [6283/10000][0/13] Loss_D: 0.0098 Loss_G: 15.6283 D(x): 1.0000 D(G(z)): 0.0087 / 0.0298 [6284/10000][0/13] Loss_D: 0.0006 Loss_G: 14.6864 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [6285/10000][0/13] Loss_D: 0.0007 Loss_G: 13.3543 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [6286/10000][0/13] Loss_D: 0.0040 Loss_G: 9.9312 D(x): 0.9978 D(G(z)): 0.0017 / 0.0008 [6287/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7489 D(x): 1.0000 D(G(z)): 0.0017 / 0.0011 [6288/10000][0/13] Loss_D: 0.0311 Loss_G: 6.4962 D(x): 0.9811 D(G(z)): 0.0029 / 0.0028 [6289/10000][0/13] Loss_D: 0.0014 Loss_G: 7.4484 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [6290/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8554 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6291/10000][0/13] Loss_D: 0.0008 Loss_G: 8.3712 D(x): 0.9999 D(G(z)): 0.0007 / 0.0004 [6292/10000][0/13] Loss_D: 0.0009 Loss_G: 8.9530 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [6293/10000][0/13] Loss_D: 0.1511 Loss_G: 8.9098 D(x): 1.0000 D(G(z)): 0.0628 / 0.0007 [6294/10000][0/13] Loss_D: 0.0003 Loss_G: 12.3631 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6295/10000][0/13] Loss_D: 0.0005 Loss_G: 9.3925 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [6296/10000][0/13] Loss_D: 0.0009 Loss_G: 9.9240 D(x): 0.9994 D(G(z)): 0.0003 / 0.0002 [6297/10000][0/13] Loss_D: 0.0032 Loss_G: 7.7792 D(x): 0.9978 D(G(z)): 0.0010 / 0.0007 [6298/10000][0/13] Loss_D: 0.0017 Loss_G: 7.1227 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [6299/10000][0/13] Loss_D: 0.0007 Loss_G: 9.9387 D(x): 1.0000 D(G(z)): 0.0007 / 0.0007 [6300/10000][0/13] Loss_D: 0.1791 Loss_G: 15.4903 D(x): 1.0000 D(G(z)): 0.0905 / 0.0001 [6301/10000][0/13] Loss_D: 0.0020 Loss_G: 11.9620 D(x): 1.0000 D(G(z)): 0.0019 / 0.0040 [6302/10000][0/13] Loss_D: 0.0000 Loss_G: 15.2795 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6303/10000][0/13] Loss_D: 0.0001 Loss_G: 23.3175 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6304/10000][0/13] Loss_D: 0.0014 Loss_G: 28.5067 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [6305/10000][0/13] Loss_D: 0.0001 Loss_G: 26.0843 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [6306/10000][0/13] Loss_D: 0.0000 Loss_G: 23.6474 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6307/10000][0/13] Loss_D: 0.0002 Loss_G: 19.5516 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [6308/10000][0/13] Loss_D: 0.0010 Loss_G: 21.2434 D(x): 1.0000 D(G(z)): 0.0010 / 0.0017 [6309/10000][0/13] Loss_D: 0.0007 Loss_G: 20.7251 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [6310/10000][0/13] Loss_D: 0.0003 Loss_G: 19.4391 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6311/10000][0/13] Loss_D: 0.0004 Loss_G: 17.9629 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6312/10000][0/13] Loss_D: 0.0000 Loss_G: 18.6831 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6313/10000][0/13] Loss_D: 0.0022 Loss_G: 17.3599 D(x): 0.9980 D(G(z)): 0.0002 / 0.0002 [6314/10000][0/13] Loss_D: 0.0022 Loss_G: 15.5033 D(x): 0.9980 D(G(z)): 0.0002 / 0.0002 [6315/10000][0/13] Loss_D: 0.0012 Loss_G: 15.8782 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [6316/10000][0/13] Loss_D: 0.0001 Loss_G: 15.3182 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [6317/10000][0/13] Loss_D: 0.0045 Loss_G: 11.9657 D(x): 0.9999 D(G(z)): 0.0044 / 0.0021 [6318/10000][0/13] Loss_D: 0.0002 Loss_G: 10.3429 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6319/10000][0/13] Loss_D: 0.2994 Loss_G: 16.1773 D(x): 1.0000 D(G(z)): 0.1215 / 0.0000 [6320/10000][0/13] Loss_D: 0.0001 Loss_G: 14.6461 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6321/10000][0/13] Loss_D: 0.0026 Loss_G: 11.0637 D(x): 0.9999 D(G(z)): 0.0025 / 0.0015 [6322/10000][0/13] Loss_D: 0.1243 Loss_G: 14.5853 D(x): 0.9998 D(G(z)): 0.0950 / 0.0029 [6323/10000][0/13] Loss_D: 0.0080 Loss_G: 22.5360 D(x): 1.0000 D(G(z)): 0.0078 / 0.0042 [6324/10000][0/13] Loss_D: 0.0001 Loss_G: 27.6991 D(x): 1.0000 D(G(z)): 0.0000 / 0.0001 [6325/10000][0/13] Loss_D: 0.0009 Loss_G: 27.4599 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [6326/10000][0/13] Loss_D: 0.0004 Loss_G: 19.2766 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [6327/10000][0/13] Loss_D: 0.0003 Loss_G: 16.7744 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6328/10000][0/13] Loss_D: 0.3307 Loss_G: 36.5618 D(x): 0.9610 D(G(z)): 0.0001 / 0.0001 [6329/10000][0/13] Loss_D: 2.4368 Loss_G: 34.3101 D(x): 0.9687 D(G(z)): 0.0179 / 0.0007 [6330/10000][0/13] Loss_D: 0.0257 Loss_G: 29.1105 D(x): 1.0000 D(G(z)): 0.0197 / 0.0002 [6331/10000][0/13] Loss_D: 0.0012 Loss_G: 27.7430 D(x): 0.9999 D(G(z)): 0.0011 / 0.0007 [6332/10000][0/13] Loss_D: 0.0061 Loss_G: 27.9796 D(x): 0.9991 D(G(z)): 0.0051 / 0.0025 [6333/10000][0/13] Loss_D: 2.5092 Loss_G: 22.3249 D(x): 0.9625 D(G(z)): 0.0006 / 0.0008 [6334/10000][0/13] Loss_D: 0.0007 Loss_G: 25.8950 D(x): 0.9999 D(G(z)): 0.0007 / 0.0007 [6335/10000][0/13] Loss_D: 0.0001 Loss_G: 21.3443 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6336/10000][0/13] Loss_D: 0.0013 Loss_G: 23.7111 D(x): 0.9998 D(G(z)): 0.0011 / 0.0009 [6337/10000][0/13] Loss_D: 0.0021 Loss_G: 21.2296 D(x): 1.0000 D(G(z)): 0.0021 / 0.0020 [6338/10000][0/13] Loss_D: 0.0109 Loss_G: 14.7709 D(x): 0.9897 D(G(z)): 0.0002 / 0.0003 [6339/10000][0/13] Loss_D: 0.0057 Loss_G: 18.4055 D(x): 1.0000 D(G(z)): 0.0056 / 0.0019 [6340/10000][0/13] Loss_D: 2.0083 Loss_G: 14.0246 D(x): 0.9687 D(G(z)): 0.0003 / 0.0002 [6341/10000][0/13] Loss_D: 0.0082 Loss_G: 14.3893 D(x): 0.9985 D(G(z)): 0.0066 / 0.0027 [6342/10000][0/13] Loss_D: 0.0001 Loss_G: 13.2331 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6343/10000][0/13] Loss_D: 0.0000 Loss_G: 11.5792 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6344/10000][0/13] Loss_D: 0.0027 Loss_G: 8.0858 D(x): 1.0000 D(G(z)): 0.0026 / 0.0015 [6345/10000][0/13] Loss_D: 0.0002 Loss_G: 11.7115 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6346/10000][0/13] Loss_D: 0.0004 Loss_G: 9.6921 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6347/10000][0/13] Loss_D: 9.7311 Loss_G: 36.6147 D(x): 1.0000 D(G(z)): 0.7079 / 0.0006 [6348/10000][0/13] Loss_D: 0.0007 Loss_G: 20.6024 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6349/10000][0/13] Loss_D: 0.0109 Loss_G: 23.5062 D(x): 0.9895 D(G(z)): 0.0000 / 0.0000 [6350/10000][0/13] Loss_D: 0.0073 Loss_G: 15.4327 D(x): 1.0000 D(G(z)): 0.0073 / 0.0012 [6351/10000][0/13] Loss_D: 0.0027 Loss_G: 13.2305 D(x): 0.9999 D(G(z)): 0.0026 / 0.0014 [6352/10000][0/13] Loss_D: 0.0017 Loss_G: 9.6446 D(x): 0.9985 D(G(z)): 0.0002 / 0.0002 [6353/10000][0/13] Loss_D: 0.0009 Loss_G: 8.4636 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [6354/10000][0/13] Loss_D: 0.0034 Loss_G: 7.3862 D(x): 1.0000 D(G(z)): 0.0034 / 0.0020 [6355/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7540 D(x): 0.9996 D(G(z)): 0.0004 / 0.0004 [6356/10000][0/13] Loss_D: 0.0021 Loss_G: 8.3092 D(x): 0.9999 D(G(z)): 0.0020 / 0.0010 [6357/10000][0/13] Loss_D: 0.0075 Loss_G: 6.2464 D(x): 1.0000 D(G(z)): 0.0074 / 0.0028 [6358/10000][0/13] Loss_D: 0.0012 Loss_G: 8.6930 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [6359/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2234 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6360/10000][0/13] Loss_D: 0.0002 Loss_G: 15.0456 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6361/10000][0/13] Loss_D: 0.0007 Loss_G: 9.3419 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6362/10000][0/13] Loss_D: 1.2167 Loss_G: 9.7397 D(x): 0.9687 D(G(z)): 0.0002 / 0.0002 [6363/10000][0/13] Loss_D: 0.0018 Loss_G: 8.0534 D(x): 1.0000 D(G(z)): 0.0017 / 0.0010 [6364/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7817 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6365/10000][0/13] Loss_D: 0.0021 Loss_G: 7.2979 D(x): 1.0000 D(G(z)): 0.0021 / 0.0016 [6366/10000][0/13] Loss_D: 0.0105 Loss_G: 10.4328 D(x): 0.9911 D(G(z)): 0.0001 / 0.0002 [6367/10000][0/13] Loss_D: 0.0024 Loss_G: 8.5540 D(x): 0.9991 D(G(z)): 0.0016 / 0.0011 [6368/10000][0/13] Loss_D: 0.0036 Loss_G: 7.3975 D(x): 1.0000 D(G(z)): 0.0036 / 0.0017 [6369/10000][0/13] Loss_D: 1.2231 Loss_G: 6.8605 D(x): 0.9687 D(G(z)): 0.0032 / 0.0020 [6370/10000][0/13] Loss_D: 0.8941 Loss_G: 6.3454 D(x): 0.9686 D(G(z)): 0.0031 / 0.0037 [6371/10000][0/13] Loss_D: 0.0012 Loss_G: 7.5208 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [6372/10000][0/13] Loss_D: 0.8728 Loss_G: 5.9092 D(x): 0.9687 D(G(z)): 0.0041 / 0.0058 [6373/10000][0/13] Loss_D: 0.0008 Loss_G: 8.1477 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6374/10000][0/13] Loss_D: 0.0029 Loss_G: 7.2541 D(x): 1.0000 D(G(z)): 0.0029 / 0.0018 [6375/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8979 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6376/10000][0/13] Loss_D: 0.0001 Loss_G: 10.1204 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6377/10000][0/13] Loss_D: 0.0007 Loss_G: 8.3196 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [6378/10000][0/13] Loss_D: 0.0090 Loss_G: 8.7618 D(x): 0.9920 D(G(z)): 0.0002 / 0.0009 [6379/10000][0/13] Loss_D: 0.0003 Loss_G: 10.2916 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6380/10000][0/13] Loss_D: 0.0041 Loss_G: 7.5986 D(x): 0.9974 D(G(z)): 0.0014 / 0.0014 [6381/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8743 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6382/10000][0/13] Loss_D: 0.0032 Loss_G: 7.8101 D(x): 0.9979 D(G(z)): 0.0011 / 0.0011 [6383/10000][0/13] Loss_D: 0.0000 Loss_G: 12.7878 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6384/10000][0/13] Loss_D: 0.0005 Loss_G: 9.3961 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [6385/10000][0/13] Loss_D: 0.0003 Loss_G: 9.9205 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6386/10000][0/13] Loss_D: 0.0005 Loss_G: 9.5489 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6387/10000][0/13] Loss_D: 0.0011 Loss_G: 10.1223 D(x): 0.9998 D(G(z)): 0.0008 / 0.0009 [6388/10000][0/13] Loss_D: 0.0002 Loss_G: 11.2842 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6389/10000][0/13] Loss_D: 0.0013 Loss_G: 9.0060 D(x): 0.9995 D(G(z)): 0.0009 / 0.0006 [6390/10000][0/13] Loss_D: 0.0001 Loss_G: 11.6826 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6391/10000][0/13] Loss_D: 0.0030 Loss_G: 7.4341 D(x): 0.9998 D(G(z)): 0.0029 / 0.0016 [6392/10000][0/13] Loss_D: 0.0016 Loss_G: 7.7742 D(x): 0.9998 D(G(z)): 0.0014 / 0.0010 [6393/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1331 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6394/10000][0/13] Loss_D: 0.0010 Loss_G: 7.8124 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [6395/10000][0/13] Loss_D: 0.0029 Loss_G: 6.5861 D(x): 0.9999 D(G(z)): 0.0027 / 0.0047 [6396/10000][0/13] Loss_D: 0.0022 Loss_G: 7.0336 D(x): 0.9998 D(G(z)): 0.0020 / 0.0015 [6397/10000][0/13] Loss_D: 0.0014 Loss_G: 7.2785 D(x): 0.9998 D(G(z)): 0.0012 / 0.0010 [6398/10000][0/13] Loss_D: 0.0001 Loss_G: 9.5505 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6399/10000][0/13] Loss_D: 0.2811 Loss_G: 19.2895 D(x): 0.9956 D(G(z)): 0.1366 / 0.0003 [6400/10000][0/13] Loss_D: 0.0005 Loss_G: 33.1840 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [6401/10000][0/13] Loss_D: 0.0010 Loss_G: 32.1921 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [6402/10000][0/13] Loss_D: 0.0004 Loss_G: 25.0931 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6403/10000][0/13] Loss_D: 0.0002 Loss_G: 25.2077 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6404/10000][0/13] Loss_D: 2.4116 Loss_G: 26.0318 D(x): 1.0000 D(G(z)): 0.3365 / 0.0004 [6405/10000][0/13] Loss_D: 0.0000 Loss_G: 21.9891 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6406/10000][0/13] Loss_D: 0.0021 Loss_G: 16.4043 D(x): 1.0000 D(G(z)): 0.0021 / 0.0011 [6407/10000][0/13] Loss_D: 0.0078 Loss_G: 13.9917 D(x): 0.9940 D(G(z)): 0.0012 / 0.0009 [6408/10000][0/13] Loss_D: 0.0003 Loss_G: 11.6025 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6409/10000][0/13] Loss_D: 0.0018 Loss_G: 13.6299 D(x): 0.9982 D(G(z)): 0.0000 / 0.0000 [6410/10000][0/13] Loss_D: 0.0030 Loss_G: 8.2791 D(x): 1.0000 D(G(z)): 0.0030 / 0.0015 [6411/10000][0/13] Loss_D: 0.0021 Loss_G: 7.1168 D(x): 1.0000 D(G(z)): 0.0021 / 0.0014 [6412/10000][0/13] Loss_D: 0.0011 Loss_G: 7.4984 D(x): 1.0000 D(G(z)): 0.0011 / 0.0010 [6413/10000][0/13] Loss_D: 0.0061 Loss_G: 5.4964 D(x): 1.0000 D(G(z)): 0.0060 / 0.0079 [6414/10000][0/13] Loss_D: 0.0016 Loss_G: 7.4119 D(x): 1.0000 D(G(z)): 0.0016 / 0.0013 [6415/10000][0/13] Loss_D: 0.0012 Loss_G: 7.3381 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [6416/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9023 D(x): 0.9998 D(G(z)): 0.0006 / 0.0006 [6417/10000][0/13] Loss_D: 0.0007 Loss_G: 7.6726 D(x): 0.9999 D(G(z)): 0.0006 / 0.0008 [6418/10000][0/13] Loss_D: 0.0004 Loss_G: 9.3534 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6419/10000][0/13] Loss_D: 0.0013 Loss_G: 7.4285 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [6420/10000][0/13] Loss_D: 0.0002 Loss_G: 10.8393 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6421/10000][0/13] Loss_D: 0.0022 Loss_G: 6.9748 D(x): 0.9997 D(G(z)): 0.0019 / 0.0020 [6422/10000][0/13] Loss_D: 0.0037 Loss_G: 6.4759 D(x): 0.9998 D(G(z)): 0.0035 / 0.0023 [6423/10000][0/13] Loss_D: 0.1535 Loss_G: 12.9314 D(x): 0.9998 D(G(z)): 0.0734 / 0.0006 [6424/10000][0/13] Loss_D: 0.0016 Loss_G: 22.1316 D(x): 0.9986 D(G(z)): 0.0002 / 0.0001 [6425/10000][0/13] Loss_D: 0.0014 Loss_G: 17.7751 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [6426/10000][0/13] Loss_D: 0.0001 Loss_G: 18.1383 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [6427/10000][0/13] Loss_D: 0.0003 Loss_G: 12.4890 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6428/10000][0/13] Loss_D: 0.0016 Loss_G: 12.9592 D(x): 0.9999 D(G(z)): 0.0015 / 0.0011 [6429/10000][0/13] Loss_D: 0.0018 Loss_G: 10.6915 D(x): 1.0000 D(G(z)): 0.0018 / 0.0011 [6430/10000][0/13] Loss_D: 0.0004 Loss_G: 11.9576 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [6431/10000][0/13] Loss_D: 0.0018 Loss_G: 8.2146 D(x): 1.0000 D(G(z)): 0.0017 / 0.0012 [6432/10000][0/13] Loss_D: 1.9231 Loss_G: 29.7902 D(x): 1.0000 D(G(z)): 0.5621 / 0.0000 [6433/10000][0/13] Loss_D: 0.0156 Loss_G: 21.2463 D(x): 0.9928 D(G(z)): 0.0078 / 0.0068 [6434/10000][0/13] Loss_D: 0.0012 Loss_G: 17.7116 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [6435/10000][0/13] Loss_D: 0.0024 Loss_G: 16.3468 D(x): 1.0000 D(G(z)): 0.0024 / 0.0016 [6436/10000][0/13] Loss_D: 0.0005 Loss_G: 15.4701 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6437/10000][0/13] Loss_D: 0.0004 Loss_G: 11.9390 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [6438/10000][0/13] Loss_D: 0.0013 Loss_G: 14.6405 D(x): 1.0000 D(G(z)): 0.0013 / 0.0008 [6439/10000][0/13] Loss_D: 0.0006 Loss_G: 14.3416 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [6440/10000][0/13] Loss_D: 0.0883 Loss_G: 11.4468 D(x): 1.0000 D(G(z)): 0.0762 / 0.0019 [6441/10000][0/13] Loss_D: 0.0000 Loss_G: 15.9701 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6442/10000][0/13] Loss_D: 0.0023 Loss_G: 9.6117 D(x): 1.0000 D(G(z)): 0.0023 / 0.0114 [6443/10000][0/13] Loss_D: 0.0002 Loss_G: 14.1942 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6444/10000][0/13] Loss_D: 0.0006 Loss_G: 14.5616 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6445/10000][0/13] Loss_D: 0.0005 Loss_G: 12.8939 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6446/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2992 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6447/10000][0/13] Loss_D: 0.0007 Loss_G: 8.5897 D(x): 1.0000 D(G(z)): 0.0007 / 0.0003 [6448/10000][0/13] Loss_D: 0.0646 Loss_G: 8.6376 D(x): 1.0000 D(G(z)): 0.0497 / 0.0008 [6449/10000][0/13] Loss_D: 0.0010 Loss_G: 9.1725 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [6450/10000][0/13] Loss_D: 0.0002 Loss_G: 8.9169 D(x): 1.0000 D(G(z)): 0.0002 / 0.0007 [6451/10000][0/13] Loss_D: 0.0007 Loss_G: 9.9254 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6452/10000][0/13] Loss_D: 0.0002 Loss_G: 10.8004 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6453/10000][0/13] Loss_D: 0.0004 Loss_G: 9.2460 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [6454/10000][0/13] Loss_D: 0.0020 Loss_G: 7.7408 D(x): 0.9996 D(G(z)): 0.0016 / 0.0012 [6455/10000][0/13] Loss_D: 0.0002 Loss_G: 10.3391 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6456/10000][0/13] Loss_D: 0.2667 Loss_G: 23.5873 D(x): 0.9998 D(G(z)): 0.1805 / 0.0001 [6457/10000][0/13] Loss_D: 0.0004 Loss_G: 32.0971 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6458/10000][0/13] Loss_D: 0.0000 Loss_G: 43.2400 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6459/10000][0/13] Loss_D: 0.0001 Loss_G: 38.4730 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [6460/10000][0/13] Loss_D: 0.0024 Loss_G: 26.9927 D(x): 1.0000 D(G(z)): 0.0024 / 0.0012 [6461/10000][0/13] Loss_D: 0.0005 Loss_G: 23.2805 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6462/10000][0/13] Loss_D: 0.0044 Loss_G: 17.5382 D(x): 1.0000 D(G(z)): 0.0043 / 0.0019 [6463/10000][0/13] Loss_D: 0.0308 Loss_G: 14.0520 D(x): 1.0000 D(G(z)): 0.0288 / 0.0025 [6464/10000][0/13] Loss_D: 0.0005 Loss_G: 12.5120 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6465/10000][0/13] Loss_D: 0.0096 Loss_G: 11.3015 D(x): 0.9941 D(G(z)): 0.0031 / 0.0028 [6466/10000][0/13] Loss_D: 0.0055 Loss_G: 11.6686 D(x): 1.0000 D(G(z)): 0.0053 / 0.0007 [6467/10000][0/13] Loss_D: 0.0518 Loss_G: 12.5620 D(x): 1.0000 D(G(z)): 0.0475 / 0.0005 [6468/10000][0/13] Loss_D: 0.0042 Loss_G: 10.1121 D(x): 0.9963 D(G(z)): 0.0004 / 0.0004 [6469/10000][0/13] Loss_D: 0.0006 Loss_G: 10.5012 D(x): 0.9998 D(G(z)): 0.0005 / 0.0004 [6470/10000][0/13] Loss_D: 0.0030 Loss_G: 8.3448 D(x): 0.9998 D(G(z)): 0.0027 / 0.0008 [6471/10000][0/13] Loss_D: 0.9045 Loss_G: 27.1856 D(x): 1.0000 D(G(z)): 0.3511 / 0.0000 [6472/10000][0/13] Loss_D: 0.0001 Loss_G: 22.5554 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6473/10000][0/13] Loss_D: 0.0006 Loss_G: 19.2997 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6474/10000][0/13] Loss_D: 0.0000 Loss_G: 20.9359 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6475/10000][0/13] Loss_D: 0.0011 Loss_G: 17.7705 D(x): 0.9996 D(G(z)): 0.0007 / 0.0006 [6476/10000][0/13] Loss_D: 0.0011 Loss_G: 15.1154 D(x): 0.9997 D(G(z)): 0.0007 / 0.0005 [6477/10000][0/13] Loss_D: 0.0008 Loss_G: 16.7940 D(x): 1.0000 D(G(z)): 0.0008 / 0.0004 [6478/10000][0/13] Loss_D: 0.0768 Loss_G: 14.8912 D(x): 1.0000 D(G(z)): 0.0696 / 0.0002 [6479/10000][0/13] Loss_D: 0.0001 Loss_G: 15.6510 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6480/10000][0/13] Loss_D: 0.0003 Loss_G: 13.1188 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6481/10000][0/13] Loss_D: 0.0015 Loss_G: 9.1440 D(x): 0.9999 D(G(z)): 0.0014 / 0.0009 [6482/10000][0/13] Loss_D: 0.3588 Loss_G: 30.8834 D(x): 0.9770 D(G(z)): 0.1262 / 0.0005 [6483/10000][0/13] Loss_D: 0.0002 Loss_G: 15.5001 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [6484/10000][0/13] Loss_D: 0.0024 Loss_G: 25.9007 D(x): 0.9995 D(G(z)): 0.0019 / 0.0015 [6485/10000][0/13] Loss_D: 0.0047 Loss_G: 23.2317 D(x): 0.9954 D(G(z)): 0.0001 / 0.0001 [6486/10000][0/13] Loss_D: 0.0000 Loss_G: 18.3582 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6487/10000][0/13] Loss_D: 0.0036 Loss_G: 22.3512 D(x): 0.9997 D(G(z)): 0.0033 / 0.0022 [6488/10000][0/13] Loss_D: 0.0007 Loss_G: 18.5829 D(x): 0.9994 D(G(z)): 0.0001 / 0.0001 [6489/10000][0/13] Loss_D: 0.0019 Loss_G: 19.0907 D(x): 0.9994 D(G(z)): 0.0013 / 0.0010 [6490/10000][0/13] Loss_D: 0.0016 Loss_G: 22.5554 D(x): 0.9991 D(G(z)): 0.0006 / 0.0005 [6491/10000][0/13] Loss_D: 0.0017 Loss_G: 13.4078 D(x): 0.9997 D(G(z)): 0.0014 / 0.0011 [6492/10000][0/13] Loss_D: 0.0007 Loss_G: 14.8656 D(x): 1.0000 D(G(z)): 0.0007 / 0.0007 [6493/10000][0/13] Loss_D: 0.0008 Loss_G: 15.6796 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [6494/10000][0/13] Loss_D: 0.0013 Loss_G: 15.7321 D(x): 0.9999 D(G(z)): 0.0012 / 0.0010 [6495/10000][0/13] Loss_D: 0.0010 Loss_G: 16.2353 D(x): 0.9996 D(G(z)): 0.0007 / 0.0006 [6496/10000][0/13] Loss_D: 0.0033 Loss_G: 13.3086 D(x): 1.0000 D(G(z)): 0.0033 / 0.0009 [6497/10000][0/13] Loss_D: 0.0024 Loss_G: 15.4049 D(x): 0.9997 D(G(z)): 0.0020 / 0.0014 [6498/10000][0/13] Loss_D: 0.0006 Loss_G: 13.0841 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6499/10000][0/13] Loss_D: 0.0001 Loss_G: 12.8382 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6500/10000][0/13] Loss_D: 0.0114 Loss_G: 11.3730 D(x): 0.9951 D(G(z)): 0.0063 / 0.0008 [6501/10000][0/13] Loss_D: 0.0007 Loss_G: 10.7557 D(x): 0.9994 D(G(z)): 0.0001 / 0.0001 [6502/10000][0/13] Loss_D: 0.0002 Loss_G: 10.5102 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6503/10000][0/13] Loss_D: 0.0007 Loss_G: 10.1112 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [6504/10000][0/13] Loss_D: 0.0013 Loss_G: 7.9032 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [6505/10000][0/13] Loss_D: 0.0009 Loss_G: 13.0498 D(x): 0.9991 D(G(z)): 0.0000 / 0.0000 [6506/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2082 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [6507/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7635 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [6508/10000][0/13] Loss_D: 0.0253 Loss_G: 9.0781 D(x): 0.9803 D(G(z)): 0.0001 / 0.0002 [6509/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2073 D(x): 0.9997 D(G(z)): 0.0006 / 0.0005 [6510/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8028 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6511/10000][0/13] Loss_D: 0.0025 Loss_G: 7.6801 D(x): 0.9982 D(G(z)): 0.0007 / 0.0007 [6512/10000][0/13] Loss_D: 0.0874 Loss_G: 4.8464 D(x): 0.9369 D(G(z)): 0.0026 / 0.0180 [6513/10000][0/13] Loss_D: 0.0003 Loss_G: 11.3335 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6514/10000][0/13] Loss_D: 0.0044 Loss_G: 8.2118 D(x): 0.9999 D(G(z)): 0.0042 / 0.0010 [6515/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8169 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6516/10000][0/13] Loss_D: 0.0499 Loss_G: 7.2817 D(x): 1.0000 D(G(z)): 0.0468 / 0.0024 [6517/10000][0/13] Loss_D: 3.1253 Loss_G: 11.2953 D(x): 0.9999 D(G(z)): 0.0315 / 0.0315 [6518/10000][0/13] Loss_D: 0.1097 Loss_G: 11.7595 D(x): 0.9709 D(G(z)): 0.0252 / 0.0001 [6519/10000][0/13] Loss_D: 0.0006 Loss_G: 11.6318 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [6520/10000][0/13] Loss_D: 0.0011 Loss_G: 8.9956 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [6521/10000][0/13] Loss_D: 0.0007 Loss_G: 9.1082 D(x): 0.9998 D(G(z)): 0.0005 / 0.0004 [6522/10000][0/13] Loss_D: 0.0006 Loss_G: 10.8970 D(x): 0.9996 D(G(z)): 0.0002 / 0.0002 [6523/10000][0/13] Loss_D: 0.0044 Loss_G: 6.8316 D(x): 1.0000 D(G(z)): 0.0044 / 0.0025 [6524/10000][0/13] Loss_D: 0.0006 Loss_G: 7.9497 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [6525/10000][0/13] Loss_D: 0.0018 Loss_G: 14.8964 D(x): 0.9995 D(G(z)): 0.0013 / 0.0009 [6526/10000][0/13] Loss_D: 0.0039 Loss_G: 16.9618 D(x): 1.0000 D(G(z)): 0.0039 / 0.0017 [6527/10000][0/13] Loss_D: 0.0039 Loss_G: 16.8418 D(x): 0.9964 D(G(z)): 0.0003 / 0.0003 [6528/10000][0/13] Loss_D: 0.0003 Loss_G: 15.7408 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6529/10000][0/13] Loss_D: 0.0004 Loss_G: 15.6391 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [6530/10000][0/13] Loss_D: 0.0000 Loss_G: 16.2333 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6531/10000][0/13] Loss_D: 0.0001 Loss_G: 16.6201 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6532/10000][0/13] Loss_D: 0.0022 Loss_G: 18.1850 D(x): 0.9990 D(G(z)): 0.0012 / 0.0009 [6533/10000][0/13] Loss_D: 0.0004 Loss_G: 11.2706 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [6534/10000][0/13] Loss_D: 0.0001 Loss_G: 15.1441 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6535/10000][0/13] Loss_D: 0.0013 Loss_G: 16.1396 D(x): 1.0000 D(G(z)): 0.0013 / 0.0014 [6536/10000][0/13] Loss_D: 0.0009 Loss_G: 12.4880 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [6537/10000][0/13] Loss_D: 0.0015 Loss_G: 9.9917 D(x): 0.9998 D(G(z)): 0.0014 / 0.0010 [6538/10000][0/13] Loss_D: 0.0006 Loss_G: 14.7638 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [6539/10000][0/13] Loss_D: 0.0003 Loss_G: 13.1981 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6540/10000][0/13] Loss_D: 0.0052 Loss_G: 14.3884 D(x): 0.9951 D(G(z)): 0.0003 / 0.0003 [6541/10000][0/13] Loss_D: 0.0013 Loss_G: 13.6890 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [6542/10000][0/13] Loss_D: 0.0008 Loss_G: 11.2889 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [6543/10000][0/13] Loss_D: 0.0018 Loss_G: 13.0883 D(x): 0.9986 D(G(z)): 0.0004 / 0.0004 [6544/10000][0/13] Loss_D: 0.0003 Loss_G: 14.6232 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6545/10000][0/13] Loss_D: 0.0006 Loss_G: 12.6005 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [6546/10000][0/13] Loss_D: 0.0001 Loss_G: 24.5043 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6547/10000][0/13] Loss_D: 0.0054 Loss_G: 16.1304 D(x): 1.0000 D(G(z)): 0.0053 / 0.0021 [6548/10000][0/13] Loss_D: 0.0236 Loss_G: 16.3704 D(x): 1.0000 D(G(z)): 0.0220 / 0.0000 [6549/10000][0/13] Loss_D: 0.0020 Loss_G: 13.7585 D(x): 0.9996 D(G(z)): 0.0016 / 0.0011 [6550/10000][0/13] Loss_D: 0.0016 Loss_G: 13.5291 D(x): 0.9999 D(G(z)): 0.0015 / 0.0010 [6551/10000][0/13] Loss_D: 0.0009 Loss_G: 15.8328 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [6552/10000][0/13] Loss_D: 0.0030 Loss_G: 12.0247 D(x): 1.0000 D(G(z)): 0.0030 / 0.0015 [6553/10000][0/13] Loss_D: 0.0012 Loss_G: 13.8220 D(x): 0.9999 D(G(z)): 0.0012 / 0.0012 [6554/10000][0/13] Loss_D: 0.0007 Loss_G: 13.3145 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6555/10000][0/13] Loss_D: 0.0002 Loss_G: 12.2910 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6556/10000][0/13] Loss_D: 0.0004 Loss_G: 12.5650 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6557/10000][0/13] Loss_D: 0.0002 Loss_G: 11.0125 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6558/10000][0/13] Loss_D: 0.0099 Loss_G: 9.6785 D(x): 0.9984 D(G(z)): 0.0078 / 0.0002 [6559/10000][0/13] Loss_D: 0.0047 Loss_G: 38.1491 D(x): 0.9957 D(G(z)): 0.0000 / 0.0000 [6560/10000][0/13] Loss_D: 0.0001 Loss_G: 30.5966 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6561/10000][0/13] Loss_D: 0.0026 Loss_G: 24.3732 D(x): 0.9982 D(G(z)): 0.0007 / 0.0007 [6562/10000][0/13] Loss_D: 0.0004 Loss_G: 20.5792 D(x): 1.0000 D(G(z)): 0.0004 / 0.0001 [6563/10000][0/13] Loss_D: 0.0160 Loss_G: 10.0952 D(x): 0.9877 D(G(z)): 0.0028 / 0.0022 [6564/10000][0/13] Loss_D: 0.0032 Loss_G: 9.7803 D(x): 0.9996 D(G(z)): 0.0028 / 0.0018 [6565/10000][0/13] Loss_D: 0.0011 Loss_G: 8.5586 D(x): 0.9999 D(G(z)): 0.0010 / 0.0009 [6566/10000][0/13] Loss_D: 0.1609 Loss_G: 12.8602 D(x): 1.0000 D(G(z)): 0.0378 / 0.0001 [6567/10000][0/13] Loss_D: 0.0017 Loss_G: 10.3584 D(x): 0.9999 D(G(z)): 0.0017 / 0.0011 [6568/10000][0/13] Loss_D: 0.0068 Loss_G: 7.9584 D(x): 0.9949 D(G(z)): 0.0016 / 0.0014 [6569/10000][0/13] Loss_D: 0.0044 Loss_G: 7.2739 D(x): 0.9969 D(G(z)): 0.0012 / 0.0013 [6570/10000][0/13] Loss_D: 0.0008 Loss_G: 9.4454 D(x): 0.9994 D(G(z)): 0.0002 / 0.0002 [6571/10000][0/13] Loss_D: 0.0071 Loss_G: 6.9059 D(x): 0.9955 D(G(z)): 0.0025 / 0.0021 [6572/10000][0/13] Loss_D: 0.0034 Loss_G: 7.0111 D(x): 0.9995 D(G(z)): 0.0028 / 0.0018 [6573/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2261 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [6574/10000][0/13] Loss_D: 0.0074 Loss_G: 6.3538 D(x): 0.9999 D(G(z)): 0.0072 / 0.0022 [6575/10000][0/13] Loss_D: 0.0037 Loss_G: 7.8147 D(x): 0.9977 D(G(z)): 0.0013 / 0.0008 [6576/10000][0/13] Loss_D: 0.0001 Loss_G: 32.6600 D(x): 1.0000 D(G(z)): 0.0001 / 0.0003 [6577/10000][0/13] Loss_D: 0.0055 Loss_G: 33.7896 D(x): 0.9989 D(G(z)): 0.0043 / 0.0012 [6578/10000][0/13] Loss_D: 0.0261 Loss_G: 29.0509 D(x): 0.9998 D(G(z)): 0.0239 / 0.0004 [6579/10000][0/13] Loss_D: 0.0214 Loss_G: 24.6563 D(x): 0.9999 D(G(z)): 0.0200 / 0.0010 [6580/10000][0/13] Loss_D: 0.0063 Loss_G: 21.9693 D(x): 1.0000 D(G(z)): 0.0062 / 0.0024 [6581/10000][0/13] Loss_D: 1.4457 Loss_G: 17.5723 D(x): 0.9658 D(G(z)): 0.0035 / 0.0021 [6582/10000][0/13] Loss_D: 0.0017 Loss_G: 16.6342 D(x): 0.9998 D(G(z)): 0.0015 / 0.0009 [6583/10000][0/13] Loss_D: 0.0007 Loss_G: 9.4237 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [6584/10000][0/13] Loss_D: 0.1224 Loss_G: 8.6255 D(x): 1.0000 D(G(z)): 0.0648 / 0.0008 [6585/10000][0/13] Loss_D: 0.0014 Loss_G: 7.8234 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [6586/10000][0/13] Loss_D: 0.0035 Loss_G: 7.0607 D(x): 0.9999 D(G(z)): 0.0035 / 0.0018 [6587/10000][0/13] Loss_D: 0.0047 Loss_G: 6.5554 D(x): 0.9988 D(G(z)): 0.0034 / 0.0021 [6588/10000][0/13] Loss_D: 0.0003 Loss_G: 10.3363 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6589/10000][0/13] Loss_D: 0.0113 Loss_G: 6.3697 D(x): 0.9923 D(G(z)): 0.0031 / 0.0040 [6590/10000][0/13] Loss_D: 0.0005 Loss_G: 9.5190 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [6591/10000][0/13] Loss_D: 1.1586 Loss_G: 6.3860 D(x): 0.9687 D(G(z)): 0.0034 / 0.0024 [6592/10000][0/13] Loss_D: 0.0024 Loss_G: 6.6193 D(x): 0.9998 D(G(z)): 0.0022 / 0.0016 [6593/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9168 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [6594/10000][0/13] Loss_D: 1.3671 Loss_G: 7.7558 D(x): 0.9687 D(G(z)): 0.0009 / 0.0008 [6595/10000][0/13] Loss_D: 0.0013 Loss_G: 7.3169 D(x): 0.9999 D(G(z)): 0.0013 / 0.0011 [6596/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0255 D(x): 0.9999 D(G(z)): 0.0010 / 0.0008 [6597/10000][0/13] Loss_D: 0.0013 Loss_G: 7.2676 D(x): 0.9999 D(G(z)): 0.0012 / 0.0010 [6598/10000][0/13] Loss_D: 0.0006 Loss_G: 7.9620 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6599/10000][0/13] Loss_D: 0.0009 Loss_G: 8.0648 D(x): 0.9998 D(G(z)): 0.0007 / 0.0005 [6600/10000][0/13] Loss_D: 0.0008 Loss_G: 7.7112 D(x): 1.0000 D(G(z)): 0.0008 / 0.0010 [6601/10000][0/13] Loss_D: 0.0024 Loss_G: 6.7085 D(x): 0.9996 D(G(z)): 0.0020 / 0.0016 [6602/10000][0/13] Loss_D: 0.8779 Loss_G: 8.0514 D(x): 0.9687 D(G(z)): 0.0009 / 0.0013 [6603/10000][0/13] Loss_D: 0.0020 Loss_G: 7.3623 D(x): 1.0000 D(G(z)): 0.0020 / 0.0014 [6604/10000][0/13] Loss_D: 0.0022 Loss_G: 9.5223 D(x): 0.9980 D(G(z)): 0.0001 / 0.0001 [6605/10000][0/13] Loss_D: 0.0003 Loss_G: 9.8420 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6606/10000][0/13] Loss_D: 0.0013 Loss_G: 7.2790 D(x): 0.9999 D(G(z)): 0.0011 / 0.0012 [6607/10000][0/13] Loss_D: 0.0014 Loss_G: 7.5371 D(x): 0.9997 D(G(z)): 0.0011 / 0.0010 [6608/10000][0/13] Loss_D: 0.0029 Loss_G: 6.5924 D(x): 0.9997 D(G(z)): 0.0026 / 0.0019 [6609/10000][0/13] Loss_D: 0.0007 Loss_G: 8.3595 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [6610/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7074 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6611/10000][0/13] Loss_D: 0.0015 Loss_G: 8.2924 D(x): 0.9992 D(G(z)): 0.0007 / 0.0006 [6612/10000][0/13] Loss_D: 0.0045 Loss_G: 21.4765 D(x): 0.9977 D(G(z)): 0.0021 / 0.0012 [6613/10000][0/13] Loss_D: 0.0014 Loss_G: 23.1551 D(x): 1.0000 D(G(z)): 0.0013 / 0.0009 [6614/10000][0/13] Loss_D: 0.0002 Loss_G: 10.4434 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6615/10000][0/13] Loss_D: 0.0010 Loss_G: 7.7713 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [6616/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7002 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [6617/10000][0/13] Loss_D: 0.0024 Loss_G: 7.2183 D(x): 1.0000 D(G(z)): 0.0023 / 0.0015 [6618/10000][0/13] Loss_D: 0.0002 Loss_G: 10.9099 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6619/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6206 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6620/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8733 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [6621/10000][0/13] Loss_D: 0.0521 Loss_G: 6.7085 D(x): 0.9572 D(G(z)): 0.0008 / 0.0864 [6622/10000][0/13] Loss_D: 0.0003 Loss_G: 12.9690 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [6623/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4948 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6624/10000][0/13] Loss_D: 0.0007 Loss_G: 9.3977 D(x): 0.9997 D(G(z)): 0.0004 / 0.0002 [6625/10000][0/13] Loss_D: 0.0021 Loss_G: 7.6520 D(x): 0.9992 D(G(z)): 0.0013 / 0.0010 [6626/10000][0/13] Loss_D: 0.0004 Loss_G: 9.3023 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [6627/10000][0/13] Loss_D: 0.0009 Loss_G: 8.1054 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [6628/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3761 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6629/10000][0/13] Loss_D: 0.0026 Loss_G: 7.1381 D(x): 1.0000 D(G(z)): 0.0025 / 0.0016 [6630/10000][0/13] Loss_D: 0.0005 Loss_G: 7.8377 D(x): 1.0000 D(G(z)): 0.0005 / 0.0006 [6631/10000][0/13] Loss_D: 0.0023 Loss_G: 7.5521 D(x): 1.0000 D(G(z)): 0.0023 / 0.0021 [6632/10000][0/13] Loss_D: 0.0005 Loss_G: 7.9539 D(x): 1.0000 D(G(z)): 0.0005 / 0.0009 [6633/10000][0/13] Loss_D: 0.0016 Loss_G: 9.6472 D(x): 0.9985 D(G(z)): 0.0001 / 0.0001 [6634/10000][0/13] Loss_D: 0.0004 Loss_G: 8.4589 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6635/10000][0/13] Loss_D: 1.6696 Loss_G: 36.2016 D(x): 1.0000 D(G(z)): 0.4487 / 0.0000 [6636/10000][0/13] Loss_D: 0.0001 Loss_G: 38.5276 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6637/10000][0/13] Loss_D: 0.2834 Loss_G: 31.3857 D(x): 0.9991 D(G(z)): 0.1732 / 0.0000 [6638/10000][0/13] Loss_D: 0.0003 Loss_G: 21.1913 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6639/10000][0/13] Loss_D: 0.0401 Loss_G: 15.9657 D(x): 1.0000 D(G(z)): 0.0273 / 0.0001 [6640/10000][0/13] Loss_D: 0.0011 Loss_G: 14.4146 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [6641/10000][0/13] Loss_D: 0.0029 Loss_G: 16.8215 D(x): 0.9994 D(G(z)): 0.0023 / 0.0014 [6642/10000][0/13] Loss_D: 0.0014 Loss_G: 16.6255 D(x): 1.0000 D(G(z)): 0.0014 / 0.0006 [6643/10000][0/13] Loss_D: 0.0016 Loss_G: 12.2470 D(x): 1.0000 D(G(z)): 0.0016 / 0.0017 [6644/10000][0/13] Loss_D: 0.0017 Loss_G: 7.7333 D(x): 1.0000 D(G(z)): 0.0017 / 0.0010 [6645/10000][0/13] Loss_D: 0.1638 Loss_G: 11.7553 D(x): 1.0000 D(G(z)): 0.1338 / 0.0005 [6646/10000][0/13] Loss_D: 0.0045 Loss_G: 8.8617 D(x): 0.9985 D(G(z)): 0.0029 / 0.0015 [6647/10000][0/13] Loss_D: 0.1375 Loss_G: 4.9247 D(x): 0.9511 D(G(z)): 0.0027 / 0.2261 [6648/10000][0/13] Loss_D: 0.0054 Loss_G: 19.3823 D(x): 0.9953 D(G(z)): 0.0007 / 0.0007 [6649/10000][0/13] Loss_D: 0.0020 Loss_G: 21.9522 D(x): 1.0000 D(G(z)): 0.0020 / 0.0013 [6650/10000][0/13] Loss_D: 1.1204 Loss_G: 21.4103 D(x): 0.9685 D(G(z)): 0.0012 / 0.0008 [6651/10000][0/13] Loss_D: 0.0092 Loss_G: 18.1085 D(x): 1.0000 D(G(z)): 0.0091 / 0.0025 [6652/10000][0/13] Loss_D: 0.0008 Loss_G: 15.9577 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [6653/10000][0/13] Loss_D: 0.0029 Loss_G: 12.2850 D(x): 1.0000 D(G(z)): 0.0029 / 0.0021 [6654/10000][0/13] Loss_D: 0.0157 Loss_G: 13.3509 D(x): 0.9999 D(G(z)): 0.0150 / 0.0003 [6655/10000][0/13] Loss_D: 0.0003 Loss_G: 12.3187 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6656/10000][0/13] Loss_D: 0.0020 Loss_G: 17.0041 D(x): 0.9996 D(G(z)): 0.0016 / 0.0019 [6657/10000][0/13] Loss_D: 0.0041 Loss_G: 10.4470 D(x): 0.9999 D(G(z)): 0.0039 / 0.0018 [6658/10000][0/13] Loss_D: 0.0005 Loss_G: 10.5219 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [6659/10000][0/13] Loss_D: 0.0040 Loss_G: 7.2924 D(x): 0.9985 D(G(z)): 0.0024 / 0.0018 [6660/10000][0/13] Loss_D: 0.0055 Loss_G: 7.3833 D(x): 0.9964 D(G(z)): 0.0018 / 0.0015 [6661/10000][0/13] Loss_D: 0.0043 Loss_G: 6.4737 D(x): 1.0000 D(G(z)): 0.0043 / 0.0045 [6662/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4400 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6663/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2667 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [6664/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2495 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [6665/10000][0/13] Loss_D: 0.0003 Loss_G: 9.6041 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6666/10000][0/13] Loss_D: 0.0005 Loss_G: 8.1645 D(x): 1.0000 D(G(z)): 0.0004 / 0.0007 [6667/10000][0/13] Loss_D: 0.0001 Loss_G: 11.5233 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6668/10000][0/13] Loss_D: 0.0831 Loss_G: 10.1296 D(x): 1.0000 D(G(z)): 0.0607 / 0.0003 [6669/10000][0/13] Loss_D: 0.0004 Loss_G: 11.6343 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [6670/10000][0/13] Loss_D: 0.0002 Loss_G: 14.1891 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [6671/10000][0/13] Loss_D: 0.0014 Loss_G: 10.5103 D(x): 0.9990 D(G(z)): 0.0004 / 0.0004 [6672/10000][0/13] Loss_D: 0.0006 Loss_G: 10.2479 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6673/10000][0/13] Loss_D: 0.0050 Loss_G: 7.3297 D(x): 1.0000 D(G(z)): 0.0049 / 0.0080 [6674/10000][0/13] Loss_D: 0.0008 Loss_G: 9.6475 D(x): 0.9995 D(G(z)): 0.0003 / 0.0002 [6675/10000][0/13] Loss_D: 0.0004 Loss_G: 9.5473 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [6676/10000][0/13] Loss_D: 0.0001 Loss_G: 10.5553 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6677/10000][0/13] Loss_D: 0.0009 Loss_G: 8.3350 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [6678/10000][0/13] Loss_D: 0.4358 Loss_G: 17.1844 D(x): 1.0000 D(G(z)): 0.0826 / 0.0002 [6679/10000][0/13] Loss_D: 0.0154 Loss_G: 20.7701 D(x): 0.9901 D(G(z)): 0.0035 / 0.0010 [6680/10000][0/13] Loss_D: 0.0004 Loss_G: 18.0805 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [6681/10000][0/13] Loss_D: 0.0008 Loss_G: 16.6910 D(x): 0.9993 D(G(z)): 0.0000 / 0.0000 [6682/10000][0/13] Loss_D: 0.0017 Loss_G: 17.0855 D(x): 0.9999 D(G(z)): 0.0016 / 0.0010 [6683/10000][0/13] Loss_D: 0.0015 Loss_G: 21.4731 D(x): 1.0000 D(G(z)): 0.0015 / 0.0009 [6684/10000][0/13] Loss_D: 0.0007 Loss_G: 14.8085 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [6685/10000][0/13] Loss_D: 0.0042 Loss_G: 18.0432 D(x): 1.0000 D(G(z)): 0.0042 / 0.0022 [6686/10000][0/13] Loss_D: 0.3679 Loss_G: 28.1114 D(x): 1.0000 D(G(z)): 0.2388 / 0.0000 [6687/10000][0/13] Loss_D: 0.0016 Loss_G: 24.6102 D(x): 1.0000 D(G(z)): 0.0016 / 0.0009 [6688/10000][0/13] Loss_D: 0.0002 Loss_G: 29.0527 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [6689/10000][0/13] Loss_D: 0.0179 Loss_G: 17.2858 D(x): 0.9902 D(G(z)): 0.0074 / 0.0054 [6690/10000][0/13] Loss_D: 0.2868 Loss_G: 23.6214 D(x): 0.9999 D(G(z)): 0.0324 / 0.0002 [6691/10000][0/13] Loss_D: 0.0055 Loss_G: 20.8490 D(x): 0.9999 D(G(z)): 0.0054 / 0.0019 [6692/10000][0/13] Loss_D: 0.0028 Loss_G: 19.7758 D(x): 0.9981 D(G(z)): 0.0009 / 0.0009 [6693/10000][0/13] Loss_D: 0.0111 Loss_G: 18.2007 D(x): 0.9894 D(G(z)): 0.0001 / 0.0001 [6694/10000][0/13] Loss_D: 0.0031 Loss_G: 20.7803 D(x): 1.0000 D(G(z)): 0.0030 / 0.0039 [6695/10000][0/13] Loss_D: 0.0008 Loss_G: 18.1896 D(x): 0.9997 D(G(z)): 0.0005 / 0.0004 [6696/10000][0/13] Loss_D: 0.0015 Loss_G: 16.0932 D(x): 1.0000 D(G(z)): 0.0014 / 0.0012 [6697/10000][0/13] Loss_D: 0.0040 Loss_G: 18.8756 D(x): 0.9995 D(G(z)): 0.0035 / 0.0016 [6698/10000][0/13] Loss_D: 0.0014 Loss_G: 21.6054 D(x): 0.9987 D(G(z)): 0.0001 / 0.0001 [6699/10000][0/13] Loss_D: 0.0014 Loss_G: 16.8914 D(x): 0.9995 D(G(z)): 0.0010 / 0.0007 [6700/10000][0/13] Loss_D: 0.4459 Loss_G: 29.2228 D(x): 0.9629 D(G(z)): 0.0000 / 0.0000 [6701/10000][0/13] Loss_D: 0.0003 Loss_G: 21.5405 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [6702/10000][0/13] Loss_D: 0.0010 Loss_G: 14.0432 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [6703/10000][0/13] Loss_D: 0.0021 Loss_G: 11.5052 D(x): 0.9992 D(G(z)): 0.0013 / 0.0011 [6704/10000][0/13] Loss_D: 0.0025 Loss_G: 11.6069 D(x): 1.0000 D(G(z)): 0.0025 / 0.0015 [6705/10000][0/13] Loss_D: 0.0009 Loss_G: 10.6244 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [6706/10000][0/13] Loss_D: 0.0007 Loss_G: 9.9458 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [6707/10000][0/13] Loss_D: 0.0013 Loss_G: 9.1123 D(x): 0.9999 D(G(z)): 0.0011 / 0.0008 [6708/10000][0/13] Loss_D: 0.0022 Loss_G: 7.9577 D(x): 0.9995 D(G(z)): 0.0017 / 0.0013 [6709/10000][0/13] Loss_D: 0.0008 Loss_G: 9.3072 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [6710/10000][0/13] Loss_D: 0.0028 Loss_G: 7.8783 D(x): 0.9999 D(G(z)): 0.0027 / 0.0026 [6711/10000][0/13] Loss_D: 0.0012 Loss_G: 7.5121 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [6712/10000][0/13] Loss_D: 0.0015 Loss_G: 9.4854 D(x): 0.9987 D(G(z)): 0.0002 / 0.0002 [6713/10000][0/13] Loss_D: 0.0054 Loss_G: 8.5181 D(x): 0.9951 D(G(z)): 0.0005 / 0.0005 [6714/10000][0/13] Loss_D: 0.0462 Loss_G: 9.4743 D(x): 0.9996 D(G(z)): 0.0384 / 0.0009 [6715/10000][0/13] Loss_D: 0.0006 Loss_G: 12.2983 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [6716/10000][0/13] Loss_D: 0.0000 Loss_G: 14.8569 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6717/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6003 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6718/10000][0/13] Loss_D: 0.0006 Loss_G: 9.1859 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6719/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7268 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [6720/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3047 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6721/10000][0/13] Loss_D: 0.0010 Loss_G: 7.6173 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [6722/10000][0/13] Loss_D: 0.0004 Loss_G: 8.4623 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6723/10000][0/13] Loss_D: 0.0003 Loss_G: 8.7668 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6724/10000][0/13] Loss_D: 0.0039 Loss_G: 7.8676 D(x): 0.9968 D(G(z)): 0.0006 / 0.0006 [6725/10000][0/13] Loss_D: 0.0021 Loss_G: 13.2198 D(x): 0.9979 D(G(z)): 0.0000 / 0.0000 [6726/10000][0/13] Loss_D: 0.0002 Loss_G: 11.3192 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6727/10000][0/13] Loss_D: 0.0003 Loss_G: 11.0915 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [6728/10000][0/13] Loss_D: 0.0272 Loss_G: 8.8784 D(x): 1.0000 D(G(z)): 0.0250 / 0.0082 [6729/10000][0/13] Loss_D: 0.0001 Loss_G: 13.3435 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6730/10000][0/13] Loss_D: 0.0003 Loss_G: 12.3794 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6731/10000][0/13] Loss_D: 0.0009 Loss_G: 14.1041 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [6732/10000][0/13] Loss_D: 0.0004 Loss_G: 17.5762 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6733/10000][0/13] Loss_D: 0.0024 Loss_G: 13.6870 D(x): 0.9999 D(G(z)): 0.0023 / 0.0063 [6734/10000][0/13] Loss_D: 0.0010 Loss_G: 13.8931 D(x): 0.9997 D(G(z)): 0.0006 / 0.0005 [6735/10000][0/13] Loss_D: 0.0011 Loss_G: 12.9193 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [6736/10000][0/13] Loss_D: 0.0159 Loss_G: 12.1400 D(x): 1.0000 D(G(z)): 0.0152 / 0.0019 [6737/10000][0/13] Loss_D: 0.0030 Loss_G: 10.7141 D(x): 0.9997 D(G(z)): 0.0028 / 0.0020 [6738/10000][0/13] Loss_D: 0.0002 Loss_G: 12.5679 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6739/10000][0/13] Loss_D: 0.0028 Loss_G: 8.3517 D(x): 0.9993 D(G(z)): 0.0021 / 0.0020 [6740/10000][0/13] Loss_D: 0.0004 Loss_G: 8.0690 D(x): 1.0000 D(G(z)): 0.0004 / 0.0007 [6741/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0496 D(x): 0.9997 D(G(z)): 0.0007 / 0.0006 [6742/10000][0/13] Loss_D: 0.0004 Loss_G: 8.4210 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [6743/10000][0/13] Loss_D: 0.0013 Loss_G: 7.4023 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [6744/10000][0/13] Loss_D: 0.0029 Loss_G: 7.2054 D(x): 1.0000 D(G(z)): 0.0028 / 0.0016 [6745/10000][0/13] Loss_D: 0.0023 Loss_G: 7.3657 D(x): 0.9992 D(G(z)): 0.0015 / 0.0012 [6746/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4835 D(x): 0.9999 D(G(z)): 0.0005 / 0.0005 [6747/10000][0/13] Loss_D: 0.0090 Loss_G: 9.6551 D(x): 0.9913 D(G(z)): 0.0002 / 0.0002 [6748/10000][0/13] Loss_D: 0.0013 Loss_G: 7.7956 D(x): 0.9999 D(G(z)): 0.0012 / 0.0009 [6749/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9458 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6750/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9367 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [6751/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5901 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6752/10000][0/13] Loss_D: 0.0017 Loss_G: 7.2162 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [6753/10000][0/13] Loss_D: 0.0008 Loss_G: 9.8922 D(x): 0.9993 D(G(z)): 0.0001 / 0.0001 [6754/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1793 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6755/10000][0/13] Loss_D: 0.0007 Loss_G: 8.5992 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [6756/10000][0/13] Loss_D: 0.0005 Loss_G: 16.5345 D(x): 0.9995 D(G(z)): 0.0000 / 0.0000 [6757/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1559 D(x): 1.0000 D(G(z)): 0.0003 / 0.0004 [6758/10000][0/13] Loss_D: 0.0336 Loss_G: 11.2227 D(x): 1.0000 D(G(z)): 0.0317 / 0.0009 [6759/10000][0/13] Loss_D: 0.0005 Loss_G: 9.8384 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6760/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9088 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6761/10000][0/13] Loss_D: 0.0131 Loss_G: 6.6192 D(x): 1.0000 D(G(z)): 0.0129 / 0.0024 [6762/10000][0/13] Loss_D: 0.0015 Loss_G: 8.5713 D(x): 0.9991 D(G(z)): 0.0006 / 0.0005 [6763/10000][0/13] Loss_D: 0.0016 Loss_G: 7.9898 D(x): 1.0000 D(G(z)): 0.0016 / 0.0009 [6764/10000][0/13] Loss_D: 0.0005 Loss_G: 10.2404 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [6765/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4421 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [6766/10000][0/13] Loss_D: 0.6200 Loss_G: 22.5569 D(x): 0.9687 D(G(z)): 0.0895 / 0.0242 [6767/10000][0/13] Loss_D: 0.0003 Loss_G: 21.9831 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6768/10000][0/13] Loss_D: 1.0282 Loss_G: 28.4301 D(x): 0.9678 D(G(z)): 0.0000 / 0.0000 [6769/10000][0/13] Loss_D: 0.0172 Loss_G: 21.5630 D(x): 1.0000 D(G(z)): 0.0163 / 0.0003 [6770/10000][0/13] Loss_D: 0.0062 Loss_G: 18.7104 D(x): 1.0000 D(G(z)): 0.0060 / 0.0011 [6771/10000][0/13] Loss_D: 0.0006 Loss_G: 14.4139 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [6772/10000][0/13] Loss_D: 0.0014 Loss_G: 12.0061 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [6773/10000][0/13] Loss_D: 0.0034 Loss_G: 7.3672 D(x): 1.0000 D(G(z)): 0.0034 / 0.0014 [6774/10000][0/13] Loss_D: 0.0073 Loss_G: 6.3270 D(x): 1.0000 D(G(z)): 0.0072 / 0.0032 [6775/10000][0/13] Loss_D: 0.0168 Loss_G: 7.2646 D(x): 1.0000 D(G(z)): 0.0163 / 0.0020 [6776/10000][0/13] Loss_D: 0.0019 Loss_G: 8.6080 D(x): 0.9999 D(G(z)): 0.0017 / 0.0009 [6777/10000][0/13] Loss_D: 0.0015 Loss_G: 7.3855 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [6778/10000][0/13] Loss_D: 0.0026 Loss_G: 11.5992 D(x): 1.0000 D(G(z)): 0.0026 / 0.0012 [6779/10000][0/13] Loss_D: 0.0021 Loss_G: 7.3421 D(x): 1.0000 D(G(z)): 0.0021 / 0.0053 [6780/10000][0/13] Loss_D: 0.0007 Loss_G: 9.4265 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [6781/10000][0/13] Loss_D: 2.4880 Loss_G: 47.4304 D(x): 1.0000 D(G(z)): 0.7708 / 0.0000 [6782/10000][0/13] Loss_D: 0.0004 Loss_G: 34.9535 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [6783/10000][0/13] Loss_D: 1.4207 Loss_G: 27.3632 D(x): 0.9687 D(G(z)): 0.0807 / 0.0001 [6784/10000][0/13] Loss_D: 0.0300 Loss_G: 16.7665 D(x): 1.0000 D(G(z)): 0.0268 / 0.0021 [6785/10000][0/13] Loss_D: 0.0007 Loss_G: 12.9126 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [6786/10000][0/13] Loss_D: 0.0029 Loss_G: 16.1020 D(x): 0.9981 D(G(z)): 0.0010 / 0.0008 [6787/10000][0/13] Loss_D: 0.0409 Loss_G: 11.3451 D(x): 1.0000 D(G(z)): 0.0394 / 0.0007 [6788/10000][0/13] Loss_D: 0.0006 Loss_G: 11.0001 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [6789/10000][0/13] Loss_D: 0.0006 Loss_G: 9.8592 D(x): 0.9999 D(G(z)): 0.0005 / 0.0003 [6790/10000][0/13] Loss_D: 0.0007 Loss_G: 10.1803 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [6791/10000][0/13] Loss_D: 0.0038 Loss_G: 7.8854 D(x): 0.9997 D(G(z)): 0.0034 / 0.0013 [6792/10000][0/13] Loss_D: 0.0014 Loss_G: 9.9228 D(x): 0.9992 D(G(z)): 0.0006 / 0.0005 [6793/10000][0/13] Loss_D: 0.0006 Loss_G: 10.6542 D(x): 0.9996 D(G(z)): 0.0002 / 0.0001 [6794/10000][0/13] Loss_D: 0.0029 Loss_G: 10.5211 D(x): 0.9974 D(G(z)): 0.0002 / 0.0001 [6795/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7318 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6796/10000][0/13] Loss_D: 0.0029 Loss_G: 7.4262 D(x): 0.9980 D(G(z)): 0.0009 / 0.0010 [6797/10000][0/13] Loss_D: 0.0017 Loss_G: 7.8935 D(x): 0.9999 D(G(z)): 0.0016 / 0.0012 [6798/10000][0/13] Loss_D: 0.0018 Loss_G: 7.0427 D(x): 1.0000 D(G(z)): 0.0018 / 0.0016 [6799/10000][0/13] Loss_D: 0.0037 Loss_G: 7.3532 D(x): 0.9976 D(G(z)): 0.0014 / 0.0011 [6800/10000][0/13] Loss_D: 0.0026 Loss_G: 7.2448 D(x): 0.9992 D(G(z)): 0.0018 / 0.0015 [6801/10000][0/13] Loss_D: 0.3012 Loss_G: 3.6742 D(x): 0.8455 D(G(z)): 0.0007 / 0.1895 [6802/10000][0/13] Loss_D: 0.0004 Loss_G: 15.4402 D(x): 0.9999 D(G(z)): 0.0004 / 0.0002 [6803/10000][0/13] Loss_D: 0.0031 Loss_G: 10.9512 D(x): 0.9975 D(G(z)): 0.0005 / 0.0003 [6804/10000][0/13] Loss_D: 0.0035 Loss_G: 14.6702 D(x): 0.9998 D(G(z)): 0.0033 / 0.0023 [6805/10000][0/13] Loss_D: 0.0022 Loss_G: 14.3977 D(x): 1.0000 D(G(z)): 0.0021 / 0.0013 [6806/10000][0/13] Loss_D: 0.0052 Loss_G: 16.5019 D(x): 1.0000 D(G(z)): 0.0049 / 0.0002 [6807/10000][0/13] Loss_D: 0.0704 Loss_G: 15.0517 D(x): 1.0000 D(G(z)): 0.0602 / 0.0010 [6808/10000][0/13] Loss_D: 0.0008 Loss_G: 20.8072 D(x): 0.9993 D(G(z)): 0.0001 / 0.0000 [6809/10000][0/13] Loss_D: 0.0037 Loss_G: 16.8964 D(x): 0.9978 D(G(z)): 0.0014 / 0.0118 [6810/10000][0/13] Loss_D: 0.0032 Loss_G: 28.4541 D(x): 0.9984 D(G(z)): 0.0016 / 0.0007 [6811/10000][0/13] Loss_D: 0.0002 Loss_G: 25.2688 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [6812/10000][0/13] Loss_D: 0.0057 Loss_G: 25.9674 D(x): 0.9947 D(G(z)): 0.0003 / 0.0005 [6813/10000][0/13] Loss_D: 0.0076 Loss_G: 24.8583 D(x): 0.9926 D(G(z)): 0.0001 / 0.0001 [6814/10000][0/13] Loss_D: 0.0019 Loss_G: 26.8667 D(x): 0.9982 D(G(z)): 0.0001 / 0.0000 [6815/10000][0/13] Loss_D: 0.0020 Loss_G: 18.0650 D(x): 1.0000 D(G(z)): 0.0020 / 0.0050 [6816/10000][0/13] Loss_D: 0.0045 Loss_G: 10.4156 D(x): 0.9998 D(G(z)): 0.0042 / 0.0020 [6817/10000][0/13] Loss_D: 0.2000 Loss_G: 26.8749 D(x): 0.9682 D(G(z)): 0.0000 / 0.0000 [6818/10000][0/13] Loss_D: 0.0032 Loss_G: 13.4112 D(x): 0.9997 D(G(z)): 0.0029 / 0.0013 [6819/10000][0/13] Loss_D: 0.2356 Loss_G: 19.8378 D(x): 1.0000 D(G(z)): 0.1821 / 0.0000 [6820/10000][0/13] Loss_D: 0.0003 Loss_G: 13.6243 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6821/10000][0/13] Loss_D: 0.0014 Loss_G: 8.8469 D(x): 0.9999 D(G(z)): 0.0013 / 0.0007 [6822/10000][0/13] Loss_D: 0.0007 Loss_G: 9.0931 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [6823/10000][0/13] Loss_D: 0.0074 Loss_G: 6.3131 D(x): 0.9997 D(G(z)): 0.0070 / 0.0032 [6824/10000][0/13] Loss_D: 0.0014 Loss_G: 7.4565 D(x): 1.0000 D(G(z)): 0.0013 / 0.0011 [6825/10000][0/13] Loss_D: 0.0032 Loss_G: 8.4745 D(x): 0.9976 D(G(z)): 0.0007 / 0.0006 [6826/10000][0/13] Loss_D: 0.0015 Loss_G: 8.0278 D(x): 1.0000 D(G(z)): 0.0015 / 0.0009 [6827/10000][0/13] Loss_D: 0.0012 Loss_G: 7.6611 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [6828/10000][0/13] Loss_D: 0.0049 Loss_G: 7.3568 D(x): 1.0000 D(G(z)): 0.0049 / 0.0016 [6829/10000][0/13] Loss_D: 0.0019 Loss_G: 7.7474 D(x): 0.9995 D(G(z)): 0.0013 / 0.0012 [6830/10000][0/13] Loss_D: 0.0082 Loss_G: 8.0706 D(x): 0.9929 D(G(z)): 0.0004 / 0.0008 [6831/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2299 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6832/10000][0/13] Loss_D: 0.0009 Loss_G: 7.5451 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [6833/10000][0/13] Loss_D: 0.0028 Loss_G: 7.1252 D(x): 0.9999 D(G(z)): 0.0027 / 0.0019 [6834/10000][0/13] Loss_D: 0.0032 Loss_G: 6.7857 D(x): 0.9998 D(G(z)): 0.0030 / 0.0020 [6835/10000][0/13] Loss_D: 0.0004 Loss_G: 8.3058 D(x): 1.0000 D(G(z)): 0.0004 / 0.0007 [6836/10000][0/13] Loss_D: 0.0004 Loss_G: 13.3590 D(x): 0.9996 D(G(z)): 0.0000 / 0.0000 [6837/10000][0/13] Loss_D: 0.0048 Loss_G: 8.4169 D(x): 0.9963 D(G(z)): 0.0010 / 0.0009 [6838/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0918 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [6839/10000][0/13] Loss_D: 0.0006 Loss_G: 9.4284 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [6840/10000][0/13] Loss_D: 0.0779 Loss_G: 10.8459 D(x): 1.0000 D(G(z)): 0.0525 / 0.0007 [6841/10000][0/13] Loss_D: 0.0003 Loss_G: 15.1248 D(x): 1.0000 D(G(z)): 0.0003 / 0.0001 [6842/10000][0/13] Loss_D: 0.0000 Loss_G: 14.5774 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6843/10000][0/13] Loss_D: 0.0007 Loss_G: 10.2657 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6844/10000][0/13] Loss_D: 0.0029 Loss_G: 7.2268 D(x): 0.9997 D(G(z)): 0.0026 / 0.0023 [6845/10000][0/13] Loss_D: 0.0226 Loss_G: 8.8273 D(x): 0.9807 D(G(z)): 0.0002 / 0.0004 [6846/10000][0/13] Loss_D: 0.0020 Loss_G: 9.6513 D(x): 0.9983 D(G(z)): 0.0003 / 0.0002 [6847/10000][0/13] Loss_D: 0.0014 Loss_G: 7.6548 D(x): 0.9998 D(G(z)): 0.0012 / 0.0009 [6848/10000][0/13] Loss_D: 0.0005 Loss_G: 11.7204 D(x): 0.9996 D(G(z)): 0.0000 / 0.0000 [6849/10000][0/13] Loss_D: 0.0009 Loss_G: 8.6963 D(x): 0.9998 D(G(z)): 0.0008 / 0.0006 [6850/10000][0/13] Loss_D: 0.0008 Loss_G: 10.1047 D(x): 0.9993 D(G(z)): 0.0001 / 0.0001 [6851/10000][0/13] Loss_D: 0.0004 Loss_G: 9.0508 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [6852/10000][0/13] Loss_D: 0.0031 Loss_G: 7.0014 D(x): 0.9999 D(G(z)): 0.0030 / 0.0020 [6853/10000][0/13] Loss_D: 0.0007 Loss_G: 8.3821 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [6854/10000][0/13] Loss_D: 0.0021 Loss_G: 6.8639 D(x): 1.0000 D(G(z)): 0.0021 / 0.0016 [6855/10000][0/13] Loss_D: 0.0048 Loss_G: 6.9233 D(x): 0.9977 D(G(z)): 0.0025 / 0.0019 [6856/10000][0/13] Loss_D: 0.0219 Loss_G: 8.0816 D(x): 0.9793 D(G(z)): 0.0003 / 0.0009 [6857/10000][0/13] Loss_D: 0.0025 Loss_G: 8.5724 D(x): 0.9980 D(G(z)): 0.0005 / 0.0004 [6858/10000][0/13] Loss_D: 0.0031 Loss_G: 7.7164 D(x): 1.0000 D(G(z)): 0.0031 / 0.0018 [6859/10000][0/13] Loss_D: 0.0016 Loss_G: 7.3088 D(x): 1.0000 D(G(z)): 0.0016 / 0.0013 [6860/10000][0/13] Loss_D: 0.0001 Loss_G: 12.2648 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [6861/10000][0/13] Loss_D: 0.0024 Loss_G: 7.0309 D(x): 0.9999 D(G(z)): 0.0023 / 0.0017 [6862/10000][0/13] Loss_D: 0.0012 Loss_G: 13.2107 D(x): 0.9997 D(G(z)): 0.0010 / 0.0007 [6863/10000][0/13] Loss_D: 0.0002 Loss_G: 14.0835 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [6864/10000][0/13] Loss_D: 0.0006 Loss_G: 12.4282 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6865/10000][0/13] Loss_D: 0.0005 Loss_G: 14.5072 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6866/10000][0/13] Loss_D: 0.0006 Loss_G: 15.3962 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [6867/10000][0/13] Loss_D: 0.0026 Loss_G: 11.5854 D(x): 0.9999 D(G(z)): 0.0025 / 0.0036 [6868/10000][0/13] Loss_D: 0.0003 Loss_G: 14.7999 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [6869/10000][0/13] Loss_D: 0.0001 Loss_G: 14.5185 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6870/10000][0/13] Loss_D: 0.0013 Loss_G: 11.2557 D(x): 1.0000 D(G(z)): 0.0012 / 0.0014 [6871/10000][0/13] Loss_D: 0.0019 Loss_G: 10.6882 D(x): 0.9999 D(G(z)): 0.0018 / 0.0013 [6872/10000][0/13] Loss_D: 0.0183 Loss_G: 9.7218 D(x): 1.0000 D(G(z)): 0.0167 / 0.0030 [6873/10000][0/13] Loss_D: 0.0006 Loss_G: 20.1575 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [6874/10000][0/13] Loss_D: 0.0001 Loss_G: 15.0667 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [6875/10000][0/13] Loss_D: 0.0044 Loss_G: 18.0489 D(x): 0.9966 D(G(z)): 0.0008 / 0.0007 [6876/10000][0/13] Loss_D: 0.0004 Loss_G: 20.7508 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [6877/10000][0/13] Loss_D: 0.0004 Loss_G: 20.4256 D(x): 1.0000 D(G(z)): 0.0004 / 0.0005 [6878/10000][0/13] Loss_D: 0.0014 Loss_G: 24.9415 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [6879/10000][0/13] Loss_D: 0.0001 Loss_G: 20.7723 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [6880/10000][0/13] Loss_D: 0.0010 Loss_G: 20.4509 D(x): 0.9998 D(G(z)): 0.0008 / 0.0007 [6881/10000][0/13] Loss_D: 0.0027 Loss_G: 17.9254 D(x): 0.9974 D(G(z)): 0.0000 / 0.0001 [6882/10000][0/13] Loss_D: 0.0011 Loss_G: 18.1070 D(x): 0.9998 D(G(z)): 0.0010 / 0.0008 [6883/10000][0/13] Loss_D: 0.0002 Loss_G: 27.3451 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [6884/10000][0/13] Loss_D: 0.0005 Loss_G: 19.2495 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [6885/10000][0/13] Loss_D: 0.0024 Loss_G: 19.6716 D(x): 1.0000 D(G(z)): 0.0024 / 0.0018 [6886/10000][0/13] Loss_D: 0.0024 Loss_G: 20.4486 D(x): 0.9998 D(G(z)): 0.0022 / 0.0011 [6887/10000][0/13] Loss_D: 0.0037 Loss_G: 16.9181 D(x): 1.0000 D(G(z)): 0.0037 / 0.0024 [6888/10000][0/13] Loss_D: 0.0029 Loss_G: 18.2137 D(x): 1.0000 D(G(z)): 0.0029 / 0.0016 [6889/10000][0/13] Loss_D: 0.0004 Loss_G: 16.0218 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6890/10000][0/13] Loss_D: 0.0023 Loss_G: 12.7171 D(x): 1.0000 D(G(z)): 0.0023 / 0.0017 [6891/10000][0/13] Loss_D: 0.0017 Loss_G: 12.4456 D(x): 0.9987 D(G(z)): 0.0003 / 0.0003 [6892/10000][0/13] Loss_D: 0.0002 Loss_G: 12.2049 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6893/10000][0/13] Loss_D: 0.0004 Loss_G: 11.1385 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [6894/10000][0/13] Loss_D: 0.0040 Loss_G: 8.7219 D(x): 0.9996 D(G(z)): 0.0035 / 0.0024 [6895/10000][0/13] Loss_D: 0.0006 Loss_G: 13.5517 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [6896/10000][0/13] Loss_D: 0.0018 Loss_G: 10.6403 D(x): 0.9999 D(G(z)): 0.0017 / 0.0013 [6897/10000][0/13] Loss_D: 0.0030 Loss_G: 9.5321 D(x): 0.9988 D(G(z)): 0.0018 / 0.0012 [6898/10000][0/13] Loss_D: 0.0001 Loss_G: 11.1875 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6899/10000][0/13] Loss_D: 0.0118 Loss_G: 8.1065 D(x): 1.0000 D(G(z)): 0.0116 / 0.0030 [6900/10000][0/13] Loss_D: 0.0014 Loss_G: 8.5918 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [6901/10000][0/13] Loss_D: 0.0023 Loss_G: 7.7174 D(x): 0.9999 D(G(z)): 0.0022 / 0.0015 [6902/10000][0/13] Loss_D: 0.0004 Loss_G: 9.1717 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6903/10000][0/13] Loss_D: 0.1392 Loss_G: 15.9720 D(x): 1.0000 D(G(z)): 0.1244 / 0.0000 [6904/10000][0/13] Loss_D: 0.0004 Loss_G: 10.3107 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [6905/10000][0/13] Loss_D: 0.0003 Loss_G: 9.9360 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [6906/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2936 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6907/10000][0/13] Loss_D: 0.0015 Loss_G: 8.2062 D(x): 0.9999 D(G(z)): 0.0014 / 0.0007 [6908/10000][0/13] Loss_D: 0.0076 Loss_G: 7.0299 D(x): 0.9942 D(G(z)): 0.0017 / 0.0014 [6909/10000][0/13] Loss_D: 0.8765 Loss_G: 24.7714 D(x): 1.0000 D(G(z)): 0.2777 / 0.0000 [6910/10000][0/13] Loss_D: 0.0025 Loss_G: 23.3337 D(x): 1.0000 D(G(z)): 0.0025 / 0.0013 [6911/10000][0/13] Loss_D: 0.0000 Loss_G: 32.8352 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6912/10000][0/13] Loss_D: 0.0041 Loss_G: 20.3507 D(x): 0.9967 D(G(z)): 0.0007 / 0.0006 [6913/10000][0/13] Loss_D: 0.0268 Loss_G: 19.8919 D(x): 0.9799 D(G(z)): 0.0002 / 0.0003 [6914/10000][0/13] Loss_D: 0.0038 Loss_G: 16.5760 D(x): 1.0000 D(G(z)): 0.0037 / 0.0012 [6915/10000][0/13] Loss_D: 0.0009 Loss_G: 11.9213 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [6916/10000][0/13] Loss_D: 0.0001 Loss_G: 11.0079 D(x): 0.9999 D(G(z)): 0.0001 / 0.0000 [6917/10000][0/13] Loss_D: 0.0004 Loss_G: 10.3742 D(x): 0.9998 D(G(z)): 0.0002 / 0.0001 [6918/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1285 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [6919/10000][0/13] Loss_D: 0.0119 Loss_G: 6.3712 D(x): 1.0000 D(G(z)): 0.0118 / 0.0034 [6920/10000][0/13] Loss_D: 0.1188 Loss_G: 33.1130 D(x): 0.9353 D(G(z)): 0.0000 / 0.0000 [6921/10000][0/13] Loss_D: 0.0014 Loss_G: 33.8264 D(x): 0.9999 D(G(z)): 0.0013 / 0.0024 [6922/10000][0/13] Loss_D: 0.0018 Loss_G: 33.5635 D(x): 0.9992 D(G(z)): 0.0010 / 0.0005 [6923/10000][0/13] Loss_D: 0.0035 Loss_G: 29.6194 D(x): 1.0000 D(G(z)): 0.0035 / 0.0017 [6924/10000][0/13] Loss_D: 0.0015 Loss_G: 24.6847 D(x): 0.9999 D(G(z)): 0.0014 / 0.0011 [6925/10000][0/13] Loss_D: 0.0026 Loss_G: 26.5157 D(x): 1.0000 D(G(z)): 0.0026 / 0.0036 [6926/10000][0/13] Loss_D: 0.0070 Loss_G: 24.9974 D(x): 1.0000 D(G(z)): 0.0068 / 0.0013 [6927/10000][0/13] Loss_D: 0.0013 Loss_G: 25.5929 D(x): 1.0000 D(G(z)): 0.0013 / 0.0007 [6928/10000][0/13] Loss_D: 0.0194 Loss_G: 15.9117 D(x): 1.0000 D(G(z)): 0.0177 / 0.0006 [6929/10000][0/13] Loss_D: 0.0013 Loss_G: 13.0699 D(x): 1.0000 D(G(z)): 0.0013 / 0.0008 [6930/10000][0/13] Loss_D: 0.0027 Loss_G: 16.0482 D(x): 0.9999 D(G(z)): 0.0026 / 0.0015 [6931/10000][0/13] Loss_D: 0.0002 Loss_G: 14.6631 D(x): 1.0000 D(G(z)): 0.0002 / 0.0005 [6932/10000][0/13] Loss_D: 0.0175 Loss_G: 13.5927 D(x): 0.9871 D(G(z)): 0.0015 / 0.0316 [6933/10000][0/13] Loss_D: 0.0000 Loss_G: 18.4336 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6934/10000][0/13] Loss_D: 0.0884 Loss_G: 16.1945 D(x): 1.0000 D(G(z)): 0.0797 / 0.0000 [6935/10000][0/13] Loss_D: 0.0052 Loss_G: 9.2342 D(x): 0.9997 D(G(z)): 0.0048 / 0.0008 [6936/10000][0/13] Loss_D: 0.0036 Loss_G: 8.0472 D(x): 1.0000 D(G(z)): 0.0035 / 0.0016 [6937/10000][0/13] Loss_D: 0.0153 Loss_G: 7.4723 D(x): 0.9999 D(G(z)): 0.0147 / 0.0027 [6938/10000][0/13] Loss_D: 0.0050 Loss_G: 7.1060 D(x): 0.9993 D(G(z)): 0.0042 / 0.0034 [6939/10000][0/13] Loss_D: 0.0007 Loss_G: 8.2341 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [6940/10000][0/13] Loss_D: 0.0071 Loss_G: 5.8450 D(x): 1.0000 D(G(z)): 0.0070 / 0.0054 [6941/10000][0/13] Loss_D: 0.0006 Loss_G: 9.6276 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [6942/10000][0/13] Loss_D: 0.0026 Loss_G: 6.6356 D(x): 1.0000 D(G(z)): 0.0026 / 0.0019 [6943/10000][0/13] Loss_D: 0.0001 Loss_G: 11.1288 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6944/10000][0/13] Loss_D: 0.0020 Loss_G: 8.5098 D(x): 1.0000 D(G(z)): 0.0020 / 0.0008 [6945/10000][0/13] Loss_D: 0.0001 Loss_G: 12.8219 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6946/10000][0/13] Loss_D: 0.0004 Loss_G: 16.2362 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [6947/10000][0/13] Loss_D: 0.0012 Loss_G: 11.7965 D(x): 0.9999 D(G(z)): 0.0010 / 0.0009 [6948/10000][0/13] Loss_D: 0.0004 Loss_G: 15.7060 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [6949/10000][0/13] Loss_D: 0.0005 Loss_G: 13.8467 D(x): 0.9997 D(G(z)): 0.0003 / 0.0002 [6950/10000][0/13] Loss_D: 0.0013 Loss_G: 11.2193 D(x): 0.9993 D(G(z)): 0.0006 / 0.0006 [6951/10000][0/13] Loss_D: 0.0003 Loss_G: 11.7198 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6952/10000][0/13] Loss_D: 0.0038 Loss_G: 11.0923 D(x): 1.0000 D(G(z)): 0.0038 / 0.0019 [6953/10000][0/13] Loss_D: 0.0124 Loss_G: 10.6931 D(x): 0.9889 D(G(z)): 0.0011 / 0.0015 [6954/10000][0/13] Loss_D: 0.0004 Loss_G: 12.0872 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [6955/10000][0/13] Loss_D: 0.0002 Loss_G: 15.5374 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [6956/10000][0/13] Loss_D: 0.0084 Loss_G: 11.5949 D(x): 0.9999 D(G(z)): 0.0082 / 0.0004 [6957/10000][0/13] Loss_D: 0.0007 Loss_G: 10.7019 D(x): 1.0000 D(G(z)): 0.0007 / 0.0007 [6958/10000][0/13] Loss_D: 0.0026 Loss_G: 10.9648 D(x): 0.9995 D(G(z)): 0.0021 / 0.0016 [6959/10000][0/13] Loss_D: 0.0006 Loss_G: 10.9693 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [6960/10000][0/13] Loss_D: 0.0055 Loss_G: 19.2981 D(x): 1.0000 D(G(z)): 0.0054 / 0.0044 [6961/10000][0/13] Loss_D: 0.0001 Loss_G: 11.6581 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6962/10000][0/13] Loss_D: 0.0002 Loss_G: 11.0155 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6963/10000][0/13] Loss_D: 0.0011 Loss_G: 9.4841 D(x): 1.0000 D(G(z)): 0.0011 / 0.0023 [6964/10000][0/13] Loss_D: 0.0013 Loss_G: 7.1949 D(x): 0.9999 D(G(z)): 0.0012 / 0.0017 [6965/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6402 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6966/10000][0/13] Loss_D: 0.0009 Loss_G: 7.8788 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [6967/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0664 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6968/10000][0/13] Loss_D: 0.0029 Loss_G: 7.0527 D(x): 1.0000 D(G(z)): 0.0029 / 0.0019 [6969/10000][0/13] Loss_D: 0.0016 Loss_G: 7.6747 D(x): 1.0000 D(G(z)): 0.0016 / 0.0017 [6970/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7019 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [6971/10000][0/13] Loss_D: 0.0011 Loss_G: 7.8204 D(x): 0.9998 D(G(z)): 0.0009 / 0.0008 [6972/10000][0/13] Loss_D: 0.0084 Loss_G: 5.2444 D(x): 1.0000 D(G(z)): 0.0083 / 0.0836 [6973/10000][0/13] Loss_D: 0.0001 Loss_G: 10.4899 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6974/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5495 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [6975/10000][0/13] Loss_D: 0.0009 Loss_G: 7.7612 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [6976/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1507 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [6977/10000][0/13] Loss_D: 0.0012 Loss_G: 7.7123 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [6978/10000][0/13] Loss_D: 0.0012 Loss_G: 7.5309 D(x): 0.9997 D(G(z)): 0.0009 / 0.0008 [6979/10000][0/13] Loss_D: 0.0022 Loss_G: 7.1638 D(x): 0.9996 D(G(z)): 0.0018 / 0.0014 [6980/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1834 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6981/10000][0/13] Loss_D: 0.0007 Loss_G: 7.9847 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [6982/10000][0/13] Loss_D: 0.0033 Loss_G: 7.1596 D(x): 1.0000 D(G(z)): 0.0032 / 0.0015 [6983/10000][0/13] Loss_D: 0.7569 Loss_G: 42.5943 D(x): 1.0000 D(G(z)): 0.2751 / 0.0000 [6984/10000][0/13] Loss_D: 0.0018 Loss_G: 29.0387 D(x): 0.9986 D(G(z)): 0.0004 / 0.0001 [6985/10000][0/13] Loss_D: 1.1327 Loss_G: 25.5278 D(x): 0.9681 D(G(z)): 0.0002 / 0.0001 [6986/10000][0/13] Loss_D: 1.2092 Loss_G: 25.5857 D(x): 0.9684 D(G(z)): 0.0016 / 0.0012 [6987/10000][0/13] Loss_D: 1.1366 Loss_G: 22.2179 D(x): 0.9687 D(G(z)): 0.0129 / 0.0005 [6988/10000][0/13] Loss_D: 0.0001 Loss_G: 25.2004 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [6989/10000][0/13] Loss_D: 0.0003 Loss_G: 23.0842 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [6990/10000][0/13] Loss_D: 0.0488 Loss_G: 15.6456 D(x): 1.0000 D(G(z)): 0.0341 / 0.0002 [6991/10000][0/13] Loss_D: 0.0187 Loss_G: 14.3860 D(x): 1.0000 D(G(z)): 0.0178 / 0.0123 [6992/10000][0/13] Loss_D: 0.0003 Loss_G: 35.1318 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [6993/10000][0/13] Loss_D: 0.0001 Loss_G: 33.6666 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6994/10000][0/13] Loss_D: 0.0000 Loss_G: 30.4472 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [6995/10000][0/13] Loss_D: 0.0015 Loss_G: 25.4854 D(x): 0.9995 D(G(z)): 0.0010 / 0.0007 [6996/10000][0/13] Loss_D: 0.0005 Loss_G: 20.6404 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [6997/10000][0/13] Loss_D: 0.0006 Loss_G: 21.6402 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [6998/10000][0/13] Loss_D: 0.0015 Loss_G: 12.7689 D(x): 0.9999 D(G(z)): 0.0014 / 0.0011 [6999/10000][0/13] Loss_D: 0.0012 Loss_G: 11.0166 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [7000/10000][0/13] Loss_D: 0.0018 Loss_G: 8.9889 D(x): 1.0000 D(G(z)): 0.0018 / 0.0095 [7001/10000][0/13] Loss_D: 0.0042 Loss_G: 26.7569 D(x): 0.9997 D(G(z)): 0.0039 / 0.0013 [7002/10000][0/13] Loss_D: 0.0021 Loss_G: 23.7311 D(x): 0.9997 D(G(z)): 0.0019 / 0.0010 [7003/10000][0/13] Loss_D: 0.0024 Loss_G: 19.6940 D(x): 0.9979 D(G(z)): 0.0002 / 0.0002 [7004/10000][0/13] Loss_D: 0.0025 Loss_G: 17.8642 D(x): 0.9990 D(G(z)): 0.0015 / 0.0012 [7005/10000][0/13] Loss_D: 0.0036 Loss_G: 18.2062 D(x): 0.9990 D(G(z)): 0.0026 / 0.0014 [7006/10000][0/13] Loss_D: 0.0316 Loss_G: 15.7416 D(x): 0.9791 D(G(z)): 0.0005 / 0.1374 [7007/10000][0/13] Loss_D: 0.0006 Loss_G: 22.1501 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [7008/10000][0/13] Loss_D: 0.0048 Loss_G: 26.1668 D(x): 1.0000 D(G(z)): 0.0047 / 0.0011 [7009/10000][0/13] Loss_D: 1.7688 Loss_G: 18.5736 D(x): 0.9687 D(G(z)): 0.0009 / 0.0006 [7010/10000][0/13] Loss_D: 0.0028 Loss_G: 15.2198 D(x): 1.0000 D(G(z)): 0.0028 / 0.0018 [7011/10000][0/13] Loss_D: 0.0031 Loss_G: 16.4865 D(x): 0.9999 D(G(z)): 0.0030 / 0.0015 [7012/10000][0/13] Loss_D: 0.0118 Loss_G: 16.2872 D(x): 0.9995 D(G(z)): 0.0109 / 0.0017 [7013/10000][0/13] Loss_D: 0.0035 Loss_G: 12.1090 D(x): 0.9999 D(G(z)): 0.0034 / 0.0019 [7014/10000][0/13] Loss_D: 0.0005 Loss_G: 13.4308 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [7015/10000][0/13] Loss_D: 0.0002 Loss_G: 12.4753 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7016/10000][0/13] Loss_D: 1.4880 Loss_G: 10.0608 D(x): 0.9687 D(G(z)): 0.0005 / 0.0004 [7017/10000][0/13] Loss_D: 0.0027 Loss_G: 7.5512 D(x): 1.0000 D(G(z)): 0.0026 / 0.0032 [7018/10000][0/13] Loss_D: 0.0022 Loss_G: 7.1894 D(x): 1.0000 D(G(z)): 0.0022 / 0.0017 [7019/10000][0/13] Loss_D: 0.0011 Loss_G: 7.8822 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [7020/10000][0/13] Loss_D: 0.0000 Loss_G: 12.4198 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7021/10000][0/13] Loss_D: 0.0011 Loss_G: 9.1775 D(x): 0.9994 D(G(z)): 0.0005 / 0.0004 [7022/10000][0/13] Loss_D: 1.7392 Loss_G: 7.6404 D(x): 0.9637 D(G(z)): 0.0011 / 0.0010 [7023/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9724 D(x): 1.0000 D(G(z)): 0.0008 / 0.0010 [7024/10000][0/13] Loss_D: 1.5680 Loss_G: 10.1622 D(x): 0.9687 D(G(z)): 0.0002 / 0.0003 [7025/10000][0/13] Loss_D: 0.3988 Loss_G: 23.6742 D(x): 1.0000 D(G(z)): 0.2460 / 0.0000 [7026/10000][0/13] Loss_D: 0.0007 Loss_G: 26.1590 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [7027/10000][0/13] Loss_D: 0.0042 Loss_G: 26.9283 D(x): 1.0000 D(G(z)): 0.0042 / 0.0014 [7028/10000][0/13] Loss_D: 0.0016 Loss_G: 22.8214 D(x): 1.0000 D(G(z)): 0.0016 / 0.0116 [7029/10000][0/13] Loss_D: 0.0002 Loss_G: 27.4241 D(x): 1.0000 D(G(z)): 0.0001 / 0.0002 [7030/10000][0/13] Loss_D: 0.0019 Loss_G: 21.4059 D(x): 1.0000 D(G(z)): 0.0019 / 0.0012 [7031/10000][0/13] Loss_D: 0.0002 Loss_G: 24.6479 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7032/10000][0/13] Loss_D: 0.0042 Loss_G: 21.1381 D(x): 0.9960 D(G(z)): 0.0001 / 0.0001 [7033/10000][0/13] Loss_D: 0.0064 Loss_G: 18.5607 D(x): 1.0000 D(G(z)): 0.0063 / 0.0022 [7034/10000][0/13] Loss_D: 0.0008 Loss_G: 14.3077 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7035/10000][0/13] Loss_D: 1.2912 Loss_G: 10.5087 D(x): 0.9686 D(G(z)): 0.0003 / 0.0003 [7036/10000][0/13] Loss_D: 1.2520 Loss_G: 11.7452 D(x): 0.9687 D(G(z)): 0.0000 / 0.0001 [7037/10000][0/13] Loss_D: 0.0155 Loss_G: 6.8538 D(x): 0.9879 D(G(z)): 0.0023 / 0.0070 [7038/10000][0/13] Loss_D: 0.0001 Loss_G: 10.3403 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7039/10000][0/13] Loss_D: 0.0020 Loss_G: 7.4965 D(x): 1.0000 D(G(z)): 0.0020 / 0.0014 [7040/10000][0/13] Loss_D: 0.0048 Loss_G: 7.9013 D(x): 0.9989 D(G(z)): 0.0037 / 0.0011 [7041/10000][0/13] Loss_D: 0.1100 Loss_G: 9.5036 D(x): 1.0000 D(G(z)): 0.0796 / 0.0006 [7042/10000][0/13] Loss_D: 0.0012 Loss_G: 19.0757 D(x): 0.9988 D(G(z)): 0.0000 / 0.0000 [7043/10000][0/13] Loss_D: 0.0072 Loss_G: 5.7928 D(x): 1.0000 D(G(z)): 0.0070 / 0.0828 [7044/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0641 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [7045/10000][0/13] Loss_D: 0.0010 Loss_G: 9.0831 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [7046/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5277 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [7047/10000][0/13] Loss_D: 0.0010 Loss_G: 7.7877 D(x): 0.9998 D(G(z)): 0.0008 / 0.0006 [7048/10000][0/13] Loss_D: 0.0011 Loss_G: 7.8252 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [7049/10000][0/13] Loss_D: 0.0004 Loss_G: 9.7035 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7050/10000][0/13] Loss_D: 0.0016 Loss_G: 7.7717 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [7051/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4199 D(x): 0.9998 D(G(z)): 0.0002 / 0.0003 [7052/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6687 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7053/10000][0/13] Loss_D: 0.0154 Loss_G: 8.4182 D(x): 0.9999 D(G(z)): 0.0139 / 0.0013 [7054/10000][0/13] Loss_D: 0.0002 Loss_G: 12.8355 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7055/10000][0/13] Loss_D: 0.0292 Loss_G: 22.3899 D(x): 0.9999 D(G(z)): 0.0268 / 0.0007 [7056/10000][0/13] Loss_D: 0.0021 Loss_G: 17.5765 D(x): 0.9980 D(G(z)): 0.0000 / 0.0000 [7057/10000][0/13] Loss_D: 0.0001 Loss_G: 19.2240 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7058/10000][0/13] Loss_D: 0.0023 Loss_G: 16.6336 D(x): 1.0000 D(G(z)): 0.0023 / 0.0015 [7059/10000][0/13] Loss_D: 0.0012 Loss_G: 16.5687 D(x): 0.9998 D(G(z)): 0.0010 / 0.0008 [7060/10000][0/13] Loss_D: 0.0005 Loss_G: 16.0055 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [7061/10000][0/13] Loss_D: 0.0023 Loss_G: 18.4236 D(x): 0.9993 D(G(z)): 0.0016 / 0.0013 [7062/10000][0/13] Loss_D: 0.0007 Loss_G: 15.2020 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [7063/10000][0/13] Loss_D: 0.0002 Loss_G: 13.6319 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7064/10000][0/13] Loss_D: 0.0008 Loss_G: 14.1086 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7065/10000][0/13] Loss_D: 0.0005 Loss_G: 13.4010 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7066/10000][0/13] Loss_D: 0.0017 Loss_G: 17.2337 D(x): 1.0000 D(G(z)): 0.0017 / 0.0029 [7067/10000][0/13] Loss_D: 0.0007 Loss_G: 15.1739 D(x): 0.9997 D(G(z)): 0.0004 / 0.0004 [7068/10000][0/13] Loss_D: 0.0011 Loss_G: 11.9379 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [7069/10000][0/13] Loss_D: 0.0012 Loss_G: 14.2788 D(x): 0.9996 D(G(z)): 0.0008 / 0.0007 [7070/10000][0/13] Loss_D: 0.0012 Loss_G: 15.9355 D(x): 0.9994 D(G(z)): 0.0006 / 0.0006 [7071/10000][0/13] Loss_D: 0.1440 Loss_G: 13.8935 D(x): 1.0000 D(G(z)): 0.0358 / 0.0003 [7072/10000][0/13] Loss_D: 0.0003 Loss_G: 13.8661 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7073/10000][0/13] Loss_D: 0.0011 Loss_G: 12.9892 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [7074/10000][0/13] Loss_D: 0.0009 Loss_G: 11.9125 D(x): 1.0000 D(G(z)): 0.0009 / 0.0006 [7075/10000][0/13] Loss_D: 0.0015 Loss_G: 12.3827 D(x): 0.9987 D(G(z)): 0.0002 / 0.0002 [7076/10000][0/13] Loss_D: 0.0001 Loss_G: 11.1787 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7077/10000][0/13] Loss_D: 0.0010 Loss_G: 10.6622 D(x): 0.9993 D(G(z)): 0.0003 / 0.0002 [7078/10000][0/13] Loss_D: 0.0059 Loss_G: 7.4367 D(x): 0.9955 D(G(z)): 0.0013 / 0.0012 [7079/10000][0/13] Loss_D: 0.0014 Loss_G: 7.7894 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [7080/10000][0/13] Loss_D: 0.0014 Loss_G: 7.8903 D(x): 0.9997 D(G(z)): 0.0011 / 0.0007 [7081/10000][0/13] Loss_D: 0.0087 Loss_G: 7.1443 D(x): 0.9936 D(G(z)): 0.0022 / 0.0016 [7082/10000][0/13] Loss_D: 0.0019 Loss_G: 7.4289 D(x): 1.0000 D(G(z)): 0.0019 / 0.0013 [7083/10000][0/13] Loss_D: 0.0003 Loss_G: 11.4285 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [7084/10000][0/13] Loss_D: 0.0025 Loss_G: 6.7606 D(x): 1.0000 D(G(z)): 0.0025 / 0.0015 [7085/10000][0/13] Loss_D: 0.0046 Loss_G: 6.3135 D(x): 0.9986 D(G(z)): 0.0032 / 0.0021 [7086/10000][0/13] Loss_D: 0.0020 Loss_G: 7.3901 D(x): 0.9996 D(G(z)): 0.0015 / 0.0011 [7087/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5872 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7088/10000][0/13] Loss_D: 0.0014 Loss_G: 7.8074 D(x): 0.9997 D(G(z)): 0.0011 / 0.0009 [7089/10000][0/13] Loss_D: 0.0051 Loss_G: 10.0112 D(x): 0.9952 D(G(z)): 0.0001 / 0.0001 [7090/10000][0/13] Loss_D: 0.0020 Loss_G: 8.3530 D(x): 0.9985 D(G(z)): 0.0004 / 0.0004 [7091/10000][0/13] Loss_D: 0.0001 Loss_G: 9.9868 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7092/10000][0/13] Loss_D: 0.0022 Loss_G: 7.2483 D(x): 1.0000 D(G(z)): 0.0021 / 0.0018 [7093/10000][0/13] Loss_D: 0.0017 Loss_G: 11.7881 D(x): 0.9983 D(G(z)): 0.0000 / 0.0000 [7094/10000][0/13] Loss_D: 0.0013 Loss_G: 8.0353 D(x): 0.9999 D(G(z)): 0.0012 / 0.0006 [7095/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7188 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7096/10000][0/13] Loss_D: 0.0004 Loss_G: 9.7650 D(x): 0.9999 D(G(z)): 0.0003 / 0.0005 [7097/10000][0/13] Loss_D: 0.0001 Loss_G: 15.5116 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7098/10000][0/13] Loss_D: 0.0045 Loss_G: 8.9053 D(x): 1.0000 D(G(z)): 0.0044 / 0.0004 [7099/10000][0/13] Loss_D: 0.0010 Loss_G: 8.8007 D(x): 1.0000 D(G(z)): 0.0010 / 0.0005 [7100/10000][0/13] Loss_D: 0.0020 Loss_G: 7.2782 D(x): 1.0000 D(G(z)): 0.0020 / 0.0012 [7101/10000][0/13] Loss_D: 0.0010 Loss_G: 8.8115 D(x): 0.9992 D(G(z)): 0.0003 / 0.0002 [7102/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5754 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7103/10000][0/13] Loss_D: 0.0006 Loss_G: 10.2208 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [7104/10000][0/13] Loss_D: 0.0026 Loss_G: 27.4510 D(x): 0.9975 D(G(z)): 0.0000 / 0.0000 [7105/10000][0/13] Loss_D: 0.0017 Loss_G: 15.5129 D(x): 1.0000 D(G(z)): 0.0017 / 0.0009 [7106/10000][0/13] Loss_D: 0.0083 Loss_G: 14.0171 D(x): 0.9932 D(G(z)): 0.0011 / 0.0011 [7107/10000][0/13] Loss_D: 0.0016 Loss_G: 13.6933 D(x): 0.9992 D(G(z)): 0.0007 / 0.0006 [7108/10000][0/13] Loss_D: 2.0725 Loss_G: 18.6258 D(x): 0.8492 D(G(z)): 0.0002 / 0.0532 [7109/10000][0/13] Loss_D: 2.2948 Loss_G: 44.9559 D(x): 0.9686 D(G(z)): 0.0002 / 0.0001 [7110/10000][0/13] Loss_D: 0.0070 Loss_G: 26.5466 D(x): 0.9935 D(G(z)): 0.0001 / 0.0001 [7111/10000][0/13] Loss_D: 0.0001 Loss_G: 24.4595 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7112/10000][0/13] Loss_D: 0.0062 Loss_G: 31.7702 D(x): 1.0000 D(G(z)): 0.0061 / 0.0031 [7113/10000][0/13] Loss_D: 0.0208 Loss_G: 36.1872 D(x): 1.0000 D(G(z)): 0.0196 / 0.0006 [7114/10000][0/13] Loss_D: 0.0021 Loss_G: 24.2048 D(x): 0.9996 D(G(z)): 0.0016 / 0.0011 [7115/10000][0/13] Loss_D: 0.0827 Loss_G: 29.8824 D(x): 1.0000 D(G(z)): 0.0653 / 0.0001 [7116/10000][0/13] Loss_D: 0.0000 Loss_G: 29.9515 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7117/10000][0/13] Loss_D: 0.2365 Loss_G: 43.8051 D(x): 0.9996 D(G(z)): 0.1328 / 0.0000 [7118/10000][0/13] Loss_D: 0.0004 Loss_G: 31.2722 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [7119/10000][0/13] Loss_D: 0.0000 Loss_G: 32.1717 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7120/10000][0/13] Loss_D: 0.0176 Loss_G: 23.1871 D(x): 0.9991 D(G(z)): 0.0159 / 0.0002 [7121/10000][0/13] Loss_D: 0.0002 Loss_G: 21.8036 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7122/10000][0/13] Loss_D: 0.0008 Loss_G: 23.7377 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [7123/10000][0/13] Loss_D: 0.0016 Loss_G: 17.5015 D(x): 0.9990 D(G(z)): 0.0007 / 0.0006 [7124/10000][0/13] Loss_D: 0.0055 Loss_G: 12.5988 D(x): 0.9958 D(G(z)): 0.0011 / 0.0008 [7125/10000][0/13] Loss_D: 0.0025 Loss_G: 11.5998 D(x): 0.9998 D(G(z)): 0.0023 / 0.0009 [7126/10000][0/13] Loss_D: 0.0103 Loss_G: 7.7558 D(x): 1.0000 D(G(z)): 0.0102 / 0.0027 [7127/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0448 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [7128/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3039 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7129/10000][0/13] Loss_D: 0.0007 Loss_G: 8.0243 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [7130/10000][0/13] Loss_D: 0.0006 Loss_G: 8.5037 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [7131/10000][0/13] Loss_D: 0.0015 Loss_G: 7.3524 D(x): 0.9998 D(G(z)): 0.0013 / 0.0009 [7132/10000][0/13] Loss_D: 0.0004 Loss_G: 8.2776 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [7133/10000][0/13] Loss_D: 0.0024 Loss_G: 8.2248 D(x): 0.9999 D(G(z)): 0.0023 / 0.0006 [7134/10000][0/13] Loss_D: 0.0043 Loss_G: 8.6222 D(x): 1.0000 D(G(z)): 0.0042 / 0.0003 [7135/10000][0/13] Loss_D: 0.0099 Loss_G: 34.8428 D(x): 0.9910 D(G(z)): 0.0005 / 0.0000 [7136/10000][0/13] Loss_D: 0.0001 Loss_G: 51.4333 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7137/10000][0/13] Loss_D: 0.0004 Loss_G: 29.8620 D(x): 0.9999 D(G(z)): 0.0004 / 0.0002 [7138/10000][0/13] Loss_D: 0.0012 Loss_G: 22.4040 D(x): 1.0000 D(G(z)): 0.0012 / 0.0005 [7139/10000][0/13] Loss_D: 0.0008 Loss_G: 21.1861 D(x): 1.0000 D(G(z)): 0.0008 / 0.0003 [7140/10000][0/13] Loss_D: 0.0005 Loss_G: 15.3245 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [7141/10000][0/13] Loss_D: 0.0002 Loss_G: 17.3737 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7142/10000][0/13] Loss_D: 0.0025 Loss_G: 16.5534 D(x): 0.9991 D(G(z)): 0.0016 / 0.0010 [7143/10000][0/13] Loss_D: 0.0295 Loss_G: 16.0241 D(x): 0.9772 D(G(z)): 0.0037 / 0.0074 [7144/10000][0/13] Loss_D: 0.0051 Loss_G: 13.8573 D(x): 1.0000 D(G(z)): 0.0051 / 0.0037 [7145/10000][0/13] Loss_D: 0.0005 Loss_G: 16.2889 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [7146/10000][0/13] Loss_D: 0.0030 Loss_G: 13.0586 D(x): 0.9982 D(G(z)): 0.0012 / 0.0011 [7147/10000][0/13] Loss_D: 0.0014 Loss_G: 10.8556 D(x): 0.9993 D(G(z)): 0.0008 / 0.0005 [7148/10000][0/13] Loss_D: 0.0144 Loss_G: 8.3372 D(x): 0.9878 D(G(z)): 0.0011 / 0.0014 [7149/10000][0/13] Loss_D: 0.0008 Loss_G: 9.1017 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [7150/10000][0/13] Loss_D: 0.0004 Loss_G: 9.9044 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7151/10000][0/13] Loss_D: 0.0018 Loss_G: 7.6565 D(x): 0.9990 D(G(z)): 0.0007 / 0.0008 [7152/10000][0/13] Loss_D: 0.0001 Loss_G: 10.3367 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7153/10000][0/13] Loss_D: 0.0004 Loss_G: 9.8408 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [7154/10000][0/13] Loss_D: 0.0017 Loss_G: 7.2669 D(x): 0.9996 D(G(z)): 0.0012 / 0.0012 [7155/10000][0/13] Loss_D: 0.0018 Loss_G: 9.0457 D(x): 0.9984 D(G(z)): 0.0002 / 0.0002 [7156/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6857 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [7157/10000][0/13] Loss_D: 0.0014 Loss_G: 7.3022 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [7158/10000][0/13] Loss_D: 0.0001 Loss_G: 10.4371 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7159/10000][0/13] Loss_D: 0.0051 Loss_G: 5.9872 D(x): 1.0000 D(G(z)): 0.0050 / 0.0038 [7160/10000][0/13] Loss_D: 0.0001 Loss_G: 10.0561 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7161/10000][0/13] Loss_D: 0.0018 Loss_G: 7.0688 D(x): 0.9999 D(G(z)): 0.0017 / 0.0013 [7162/10000][0/13] Loss_D: 0.0003 Loss_G: 10.3333 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7163/10000][0/13] Loss_D: 0.0023 Loss_G: 7.0873 D(x): 1.0000 D(G(z)): 0.0022 / 0.0014 [7164/10000][0/13] Loss_D: 0.0015 Loss_G: 7.4349 D(x): 0.9998 D(G(z)): 0.0014 / 0.0010 [7165/10000][0/13] Loss_D: 0.0028 Loss_G: 7.2377 D(x): 0.9990 D(G(z)): 0.0018 / 0.0010 [7166/10000][0/13] Loss_D: 0.0032 Loss_G: 7.6525 D(x): 0.9994 D(G(z)): 0.0026 / 0.0014 [7167/10000][0/13] Loss_D: 0.0010 Loss_G: 10.5407 D(x): 0.9991 D(G(z)): 0.0001 / 0.0001 [7168/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5252 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7169/10000][0/13] Loss_D: 0.0015 Loss_G: 6.7416 D(x): 1.0000 D(G(z)): 0.0015 / 0.0045 [7170/10000][0/13] Loss_D: 0.0008 Loss_G: 8.5716 D(x): 0.9999 D(G(z)): 0.0006 / 0.0003 [7171/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8765 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7172/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4345 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7173/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0916 D(x): 0.9996 D(G(z)): 0.0002 / 0.0002 [7174/10000][0/13] Loss_D: 0.0006 Loss_G: 8.0865 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [7175/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7081 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7176/10000][0/13] Loss_D: 1.8474 Loss_G: 20.1552 D(x): 1.0000 D(G(z)): 0.1723 / 0.0006 [7177/10000][0/13] Loss_D: 0.4445 Loss_G: 20.1213 D(x): 0.9687 D(G(z)): 0.0005 / 0.0007 [7178/10000][0/13] Loss_D: 0.0074 Loss_G: 15.2763 D(x): 1.0000 D(G(z)): 0.0073 / 0.0035 [7179/10000][0/13] Loss_D: 0.0025 Loss_G: 20.9941 D(x): 0.9994 D(G(z)): 0.0019 / 0.0024 [7180/10000][0/13] Loss_D: 0.0044 Loss_G: 14.7593 D(x): 0.9999 D(G(z)): 0.0043 / 0.0019 [7181/10000][0/13] Loss_D: 0.0039 Loss_G: 14.0329 D(x): 1.0000 D(G(z)): 0.0038 / 0.0018 [7182/10000][0/13] Loss_D: 0.0051 Loss_G: 13.2553 D(x): 1.0000 D(G(z)): 0.0051 / 0.0013 [7183/10000][0/13] Loss_D: 0.0004 Loss_G: 13.5824 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [7184/10000][0/13] Loss_D: 0.0064 Loss_G: 12.0132 D(x): 0.9960 D(G(z)): 0.0023 / 0.0004 [7185/10000][0/13] Loss_D: 0.2868 Loss_G: 30.5095 D(x): 0.8119 D(G(z)): 0.0004 / 0.2283 [7186/10000][0/13] Loss_D: 0.0032 Loss_G: 39.4637 D(x): 1.0000 D(G(z)): 0.0030 / 0.0003 [7187/10000][0/13] Loss_D: 0.0001 Loss_G: 39.2261 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7188/10000][0/13] Loss_D: 0.0007 Loss_G: 32.4313 D(x): 0.9997 D(G(z)): 0.0004 / 0.0001 [7189/10000][0/13] Loss_D: 0.0077 Loss_G: 25.4931 D(x): 1.0000 D(G(z)): 0.0074 / 0.0063 [7190/10000][0/13] Loss_D: 0.0000 Loss_G: 30.7798 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7191/10000][0/13] Loss_D: 0.0000 Loss_G: 41.7035 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7192/10000][0/13] Loss_D: 0.0015 Loss_G: 27.9108 D(x): 1.0000 D(G(z)): 0.0015 / 0.0010 [7193/10000][0/13] Loss_D: 0.0006 Loss_G: 16.2417 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [7194/10000][0/13] Loss_D: 0.0024 Loss_G: 15.9990 D(x): 1.0000 D(G(z)): 0.0023 / 0.0014 [7195/10000][0/13] Loss_D: 0.0012 Loss_G: 14.0197 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [7196/10000][0/13] Loss_D: 0.0016 Loss_G: 12.6096 D(x): 1.0000 D(G(z)): 0.0016 / 0.0007 [7197/10000][0/13] Loss_D: 1.8363 Loss_G: 8.7185 D(x): 0.9687 D(G(z)): 0.0007 / 0.0006 [7198/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3808 D(x): 1.0000 D(G(z)): 0.0006 / 0.0010 [7199/10000][0/13] Loss_D: 0.0024 Loss_G: 7.5123 D(x): 1.0000 D(G(z)): 0.0024 / 0.0010 [7200/10000][0/13] Loss_D: 1.6891 Loss_G: 9.9119 D(x): 0.9687 D(G(z)): 0.0001 / 0.0001 [7201/10000][0/13] Loss_D: 0.0004 Loss_G: 8.5064 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [7202/10000][0/13] Loss_D: 0.0052 Loss_G: 6.7547 D(x): 0.9998 D(G(z)): 0.0049 / 0.0023 [7203/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6355 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7204/10000][0/13] Loss_D: 0.0008 Loss_G: 8.8478 D(x): 0.9998 D(G(z)): 0.0005 / 0.0004 [7205/10000][0/13] Loss_D: 1.8745 Loss_G: 30.7868 D(x): 0.9677 D(G(z)): 0.0000 / 0.0000 [7206/10000][0/13] Loss_D: 14.4202 Loss_G: 26.1364 D(x): 1.0000 D(G(z)): 0.2595 / 0.0000 [7207/10000][0/13] Loss_D: 1.5891 Loss_G: 15.3818 D(x): 0.9687 D(G(z)): 0.0001 / 0.0001 [7208/10000][0/13] Loss_D: 0.0013 Loss_G: 8.9360 D(x): 1.0000 D(G(z)): 0.0013 / 0.0008 [7209/10000][0/13] Loss_D: 0.0007 Loss_G: 9.1008 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [7210/10000][0/13] Loss_D: 1.5737 Loss_G: 9.1198 D(x): 0.9687 D(G(z)): 0.0003 / 0.0002 [7211/10000][0/13] Loss_D: 0.0060 Loss_G: 6.6481 D(x): 0.9999 D(G(z)): 0.0059 / 0.0022 [7212/10000][0/13] Loss_D: 0.0052 Loss_G: 17.2840 D(x): 0.9953 D(G(z)): 0.0004 / 0.0003 [7213/10000][0/13] Loss_D: 0.0013 Loss_G: 7.9995 D(x): 1.0000 D(G(z)): 0.0013 / 0.0011 [7214/10000][0/13] Loss_D: 0.0020 Loss_G: 7.2751 D(x): 0.9999 D(G(z)): 0.0020 / 0.0014 [7215/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4597 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [7216/10000][0/13] Loss_D: 1.5808 Loss_G: 7.9948 D(x): 0.9687 D(G(z)): 0.0007 / 0.0005 [7217/10000][0/13] Loss_D: 0.0634 Loss_G: 13.0046 D(x): 0.9992 D(G(z)): 0.0429 / 0.0001 [7218/10000][0/13] Loss_D: 0.3879 Loss_G: 33.9791 D(x): 1.0000 D(G(z)): 0.1878 / 0.0000 [7219/10000][0/13] Loss_D: 0.0005 Loss_G: 32.8701 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7220/10000][0/13] Loss_D: 0.0002 Loss_G: 29.7153 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7221/10000][0/13] Loss_D: 0.0004 Loss_G: 19.5424 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7222/10000][0/13] Loss_D: 0.0003 Loss_G: 21.1667 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [7223/10000][0/13] Loss_D: 0.0001 Loss_G: 24.2203 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7224/10000][0/13] Loss_D: 1.0416 Loss_G: 24.8918 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [7225/10000][0/13] Loss_D: 0.0008 Loss_G: 16.6647 D(x): 1.0000 D(G(z)): 0.0008 / 0.0012 [7226/10000][0/13] Loss_D: 1.1098 Loss_G: 17.5649 D(x): 0.9687 D(G(z)): 0.0003 / 0.0002 [7227/10000][0/13] Loss_D: 0.0045 Loss_G: 22.2366 D(x): 0.9999 D(G(z)): 0.0043 / 0.0008 [7228/10000][0/13] Loss_D: 1.8163 Loss_G: 18.6060 D(x): 0.9375 D(G(z)): 0.0007 / 0.0010 [7229/10000][0/13] Loss_D: 0.0001 Loss_G: 28.0593 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7230/10000][0/13] Loss_D: 0.0224 Loss_G: 26.3870 D(x): 0.9996 D(G(z)): 0.0212 / 0.0013 [7231/10000][0/13] Loss_D: 0.0033 Loss_G: 16.4590 D(x): 0.9978 D(G(z)): 0.0010 / 0.0010 [7232/10000][0/13] Loss_D: 0.0018 Loss_G: 17.5189 D(x): 0.9998 D(G(z)): 0.0016 / 0.0013 [7233/10000][0/13] Loss_D: 0.0045 Loss_G: 14.0711 D(x): 1.0000 D(G(z)): 0.0045 / 0.0020 [7234/10000][0/13] Loss_D: 0.0002 Loss_G: 12.1132 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [7235/10000][0/13] Loss_D: 0.0010 Loss_G: 13.4957 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [7236/10000][0/13] Loss_D: 0.0071 Loss_G: 12.7477 D(x): 0.9993 D(G(z)): 0.0064 / 0.0022 [7237/10000][0/13] Loss_D: 0.0020 Loss_G: 7.7217 D(x): 0.9998 D(G(z)): 0.0018 / 0.0011 [7238/10000][0/13] Loss_D: 0.0047 Loss_G: 11.7620 D(x): 0.9960 D(G(z)): 0.0005 / 0.0005 [7239/10000][0/13] Loss_D: 0.0000 Loss_G: 11.2976 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7240/10000][0/13] Loss_D: 0.0043 Loss_G: 6.4531 D(x): 0.9999 D(G(z)): 0.0042 / 0.0026 [7241/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0110 D(x): 0.9999 D(G(z)): 0.0007 / 0.0009 [7242/10000][0/13] Loss_D: 0.0014 Loss_G: 8.1882 D(x): 0.9990 D(G(z)): 0.0004 / 0.0004 [7243/10000][0/13] Loss_D: 0.0020 Loss_G: 18.5774 D(x): 0.9991 D(G(z)): 0.0010 / 0.0039 [7244/10000][0/13] Loss_D: 0.0003 Loss_G: 15.6878 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7245/10000][0/13] Loss_D: 0.0000 Loss_G: 16.6860 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7246/10000][0/13] Loss_D: 0.0002 Loss_G: 13.6860 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7247/10000][0/13] Loss_D: 0.0045 Loss_G: 13.7601 D(x): 1.0000 D(G(z)): 0.0044 / 0.0022 [7248/10000][0/13] Loss_D: 0.0019 Loss_G: 14.7752 D(x): 1.0000 D(G(z)): 0.0019 / 0.0006 [7249/10000][0/13] Loss_D: 0.0000 Loss_G: 14.0746 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7250/10000][0/13] Loss_D: 0.0002 Loss_G: 16.3579 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7251/10000][0/13] Loss_D: 0.0045 Loss_G: 14.3138 D(x): 0.9959 D(G(z)): 0.0004 / 0.0004 [7252/10000][0/13] Loss_D: 0.0835 Loss_G: 14.4393 D(x): 0.9999 D(G(z)): 0.0756 / 0.0004 [7253/10000][0/13] Loss_D: 0.0012 Loss_G: 28.9789 D(x): 0.9988 D(G(z)): 0.0000 / 0.0000 [7254/10000][0/13] Loss_D: 0.0001 Loss_G: 14.4336 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [7255/10000][0/13] Loss_D: 0.0007 Loss_G: 19.5144 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [7256/10000][0/13] Loss_D: 0.0004 Loss_G: 20.2484 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7257/10000][0/13] Loss_D: 0.0010 Loss_G: 19.0154 D(x): 0.9991 D(G(z)): 0.0001 / 0.0001 [7258/10000][0/13] Loss_D: 0.0012 Loss_G: 16.4678 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [7259/10000][0/13] Loss_D: 0.0003 Loss_G: 20.0356 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [7260/10000][0/13] Loss_D: 0.0037 Loss_G: 14.8874 D(x): 1.0000 D(G(z)): 0.0037 / 0.0019 [7261/10000][0/13] Loss_D: 0.1362 Loss_G: 22.0022 D(x): 0.9681 D(G(z)): 0.0000 / 0.0000 [7262/10000][0/13] Loss_D: 0.0019 Loss_G: 14.7450 D(x): 1.0000 D(G(z)): 0.0018 / 0.0010 [7263/10000][0/13] Loss_D: 0.0010 Loss_G: 9.6571 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [7264/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6895 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7265/10000][0/13] Loss_D: 0.0001 Loss_G: 11.5292 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7266/10000][0/13] Loss_D: 0.0023 Loss_G: 14.7005 D(x): 1.0000 D(G(z)): 0.0023 / 0.0019 [7267/10000][0/13] Loss_D: 0.0001 Loss_G: 10.5284 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7268/10000][0/13] Loss_D: 0.0007 Loss_G: 8.0832 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7269/10000][0/13] Loss_D: 0.0015 Loss_G: 7.6316 D(x): 0.9996 D(G(z)): 0.0012 / 0.0009 [7270/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0169 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [7271/10000][0/13] Loss_D: 0.0005 Loss_G: 8.1682 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7272/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4120 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7273/10000][0/13] Loss_D: 0.0006 Loss_G: 8.0495 D(x): 0.9999 D(G(z)): 0.0005 / 0.0005 [7274/10000][0/13] Loss_D: 0.4783 Loss_G: 19.2747 D(x): 1.0000 D(G(z)): 0.1631 / 0.0000 [7275/10000][0/13] Loss_D: 0.0001 Loss_G: 19.3923 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7276/10000][0/13] Loss_D: 0.0002 Loss_G: 20.5195 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7277/10000][0/13] Loss_D: 0.0003 Loss_G: 20.8387 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [7278/10000][0/13] Loss_D: 0.0016 Loss_G: 22.2803 D(x): 1.0000 D(G(z)): 0.0016 / 0.0013 [7279/10000][0/13] Loss_D: 0.0001 Loss_G: 20.5900 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7280/10000][0/13] Loss_D: 0.0001 Loss_G: 21.0218 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7281/10000][0/13] Loss_D: 0.0053 Loss_G: 19.9755 D(x): 0.9949 D(G(z)): 0.0001 / 0.0001 [7282/10000][0/13] Loss_D: 0.0146 Loss_G: 21.4325 D(x): 1.0000 D(G(z)): 0.0143 / 0.0020 [7283/10000][0/13] Loss_D: 0.0597 Loss_G: 18.7508 D(x): 0.9868 D(G(z)): 0.0416 / 0.0005 [7284/10000][0/13] Loss_D: 0.0041 Loss_G: 17.0357 D(x): 0.9961 D(G(z)): 0.0001 / 0.0001 [7285/10000][0/13] Loss_D: 0.0088 Loss_G: 13.0614 D(x): 1.0000 D(G(z)): 0.0087 / 0.0020 [7286/10000][0/13] Loss_D: 0.0014 Loss_G: 11.2376 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [7287/10000][0/13] Loss_D: 0.0005 Loss_G: 13.7891 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7288/10000][0/13] Loss_D: 0.0013 Loss_G: 9.0886 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [7289/10000][0/13] Loss_D: 0.0025 Loss_G: 8.4431 D(x): 0.9990 D(G(z)): 0.0015 / 0.0010 [7290/10000][0/13] Loss_D: 0.0000 Loss_G: 12.1169 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7291/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9012 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [7292/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8585 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7293/10000][0/13] Loss_D: 0.0018 Loss_G: 7.4319 D(x): 1.0000 D(G(z)): 0.0018 / 0.0010 [7294/10000][0/13] Loss_D: 0.0007 Loss_G: 9.0184 D(x): 0.9998 D(G(z)): 0.0005 / 0.0003 [7295/10000][0/13] Loss_D: 0.0018 Loss_G: 8.2015 D(x): 0.9990 D(G(z)): 0.0008 / 0.0006 [7296/10000][0/13] Loss_D: 0.0050 Loss_G: 7.1676 D(x): 1.0000 D(G(z)): 0.0049 / 0.0016 [7297/10000][0/13] Loss_D: 0.0004 Loss_G: 8.5890 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [7298/10000][0/13] Loss_D: 0.0012 Loss_G: 7.5974 D(x): 0.9999 D(G(z)): 0.0011 / 0.0009 [7299/10000][0/13] Loss_D: 0.0001 Loss_G: 11.1581 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7300/10000][0/13] Loss_D: 0.0088 Loss_G: 6.6637 D(x): 1.0000 D(G(z)): 0.0086 / 0.0025 [7301/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1963 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7302/10000][0/13] Loss_D: 0.0002 Loss_G: 11.7111 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7303/10000][0/13] Loss_D: 0.0008 Loss_G: 9.3629 D(x): 0.9996 D(G(z)): 0.0005 / 0.0004 [7304/10000][0/13] Loss_D: 0.0070 Loss_G: 25.5407 D(x): 0.9940 D(G(z)): 0.0007 / 0.0003 [7305/10000][0/13] Loss_D: 0.0005 Loss_G: 16.1404 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7306/10000][0/13] Loss_D: 0.0007 Loss_G: 15.7273 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7307/10000][0/13] Loss_D: 0.0018 Loss_G: 18.5139 D(x): 1.0000 D(G(z)): 0.0018 / 0.0012 [7308/10000][0/13] Loss_D: 0.0020 Loss_G: 18.2773 D(x): 1.0000 D(G(z)): 0.0019 / 0.0011 [7309/10000][0/13] Loss_D: 0.4930 Loss_G: 29.5412 D(x): 1.0000 D(G(z)): 0.1753 / 0.0000 [7310/10000][0/13] Loss_D: 0.0005 Loss_G: 25.7557 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7311/10000][0/13] Loss_D: 0.0006 Loss_G: 24.3559 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [7312/10000][0/13] Loss_D: 0.0001 Loss_G: 16.7024 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7313/10000][0/13] Loss_D: 0.0005 Loss_G: 15.9720 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7314/10000][0/13] Loss_D: 0.0012 Loss_G: 14.6202 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [7315/10000][0/13] Loss_D: 0.0003 Loss_G: 17.4510 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7316/10000][0/13] Loss_D: 0.0032 Loss_G: 16.2278 D(x): 1.0000 D(G(z)): 0.0032 / 0.0013 [7317/10000][0/13] Loss_D: 0.0007 Loss_G: 15.4538 D(x): 0.9993 D(G(z)): 0.0001 / 0.0001 [7318/10000][0/13] Loss_D: 0.0004 Loss_G: 14.7955 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7319/10000][0/13] Loss_D: 0.0015 Loss_G: 11.5972 D(x): 0.9999 D(G(z)): 0.0015 / 0.0011 [7320/10000][0/13] Loss_D: 0.0018 Loss_G: 9.7868 D(x): 0.9995 D(G(z)): 0.0013 / 0.0010 [7321/10000][0/13] Loss_D: 0.0005 Loss_G: 9.6758 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7322/10000][0/13] Loss_D: 0.0044 Loss_G: 6.8507 D(x): 0.9999 D(G(z)): 0.0043 / 0.0024 [7323/10000][0/13] Loss_D: 0.0003 Loss_G: 8.7768 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7324/10000][0/13] Loss_D: 0.0038 Loss_G: 7.6749 D(x): 0.9976 D(G(z)): 0.0014 / 0.0012 [7325/10000][0/13] Loss_D: 0.0021 Loss_G: 7.3123 D(x): 0.9999 D(G(z)): 0.0019 / 0.0013 [7326/10000][0/13] Loss_D: 0.0008 Loss_G: 7.7078 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [7327/10000][0/13] Loss_D: 0.0028 Loss_G: 10.5294 D(x): 0.9974 D(G(z)): 0.0001 / 0.0001 [7328/10000][0/13] Loss_D: 0.0003 Loss_G: 8.9991 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7329/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8502 D(x): 0.9995 D(G(z)): 0.0003 / 0.0003 [7330/10000][0/13] Loss_D: 0.0543 Loss_G: 11.5573 D(x): 1.0000 D(G(z)): 0.0446 / 0.0001 [7331/10000][0/13] Loss_D: 0.0024 Loss_G: 7.4248 D(x): 0.9998 D(G(z)): 0.0022 / 0.0015 [7332/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5855 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7333/10000][0/13] Loss_D: 0.0007 Loss_G: 8.3736 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7334/10000][0/13] Loss_D: 0.0002 Loss_G: 9.1723 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7335/10000][0/13] Loss_D: 0.0038 Loss_G: 6.1769 D(x): 0.9991 D(G(z)): 0.0028 / 0.0065 [7336/10000][0/13] Loss_D: 0.0009 Loss_G: 8.4466 D(x): 0.9995 D(G(z)): 0.0004 / 0.0003 [7337/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2086 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [7338/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7341 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [7339/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3448 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [7340/10000][0/13] Loss_D: 0.0005 Loss_G: 9.2177 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [7341/10000][0/13] Loss_D: 0.0133 Loss_G: 10.5643 D(x): 0.9891 D(G(z)): 0.0000 / 0.0001 [7342/10000][0/13] Loss_D: 0.0011 Loss_G: 7.5933 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [7343/10000][0/13] Loss_D: 0.0002 Loss_G: 8.9061 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7344/10000][0/13] Loss_D: 0.0001 Loss_G: 12.3071 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7345/10000][0/13] Loss_D: 0.0823 Loss_G: 11.0137 D(x): 1.0000 D(G(z)): 0.0649 / 0.0001 [7346/10000][0/13] Loss_D: 0.0001 Loss_G: 13.0336 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7347/10000][0/13] Loss_D: 0.0002 Loss_G: 12.4620 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7348/10000][0/13] Loss_D: 0.0002 Loss_G: 10.6797 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7349/10000][0/13] Loss_D: 0.0005 Loss_G: 9.8664 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [7350/10000][0/13] Loss_D: 0.0003 Loss_G: 10.3036 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7351/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3521 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7352/10000][0/13] Loss_D: 0.0010 Loss_G: 8.9747 D(x): 0.9993 D(G(z)): 0.0004 / 0.0003 [7353/10000][0/13] Loss_D: 0.0005 Loss_G: 8.8003 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7354/10000][0/13] Loss_D: 0.0004 Loss_G: 11.0698 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [7355/10000][0/13] Loss_D: 0.0009 Loss_G: 11.5356 D(x): 0.9992 D(G(z)): 0.0002 / 0.0001 [7356/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9353 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [7357/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4590 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7358/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3467 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7359/10000][0/13] Loss_D: 0.0010 Loss_G: 15.1828 D(x): 0.9990 D(G(z)): 0.0000 / 0.0000 [7360/10000][0/13] Loss_D: 0.0001 Loss_G: 12.6482 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7361/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1473 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7362/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9667 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [7363/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7330 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7364/10000][0/13] Loss_D: 0.0007 Loss_G: 9.6710 D(x): 1.0000 D(G(z)): 0.0007 / 0.0003 [7365/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5016 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [7366/10000][0/13] Loss_D: 0.0069 Loss_G: 8.9221 D(x): 0.9999 D(G(z)): 0.0067 / 0.0014 [7367/10000][0/13] Loss_D: 0.0430 Loss_G: 23.4710 D(x): 0.9655 D(G(z)): 0.0000 / 0.0004 [7368/10000][0/13] Loss_D: 0.0296 Loss_G: 33.5929 D(x): 1.0000 D(G(z)): 0.0273 / 0.0025 [7369/10000][0/13] Loss_D: 0.0024 Loss_G: 41.9446 D(x): 0.9987 D(G(z)): 0.0011 / 0.0008 [7370/10000][0/13] Loss_D: 0.0001 Loss_G: 39.8520 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [7371/10000][0/13] Loss_D: 0.0018 Loss_G: 34.5174 D(x): 1.0000 D(G(z)): 0.0018 / 0.0008 [7372/10000][0/13] Loss_D: 0.0000 Loss_G: 32.4105 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7373/10000][0/13] Loss_D: 2.0312 Loss_G: 26.6401 D(x): 0.9667 D(G(z)): 0.0011 / 0.0007 [7374/10000][0/13] Loss_D: 0.0000 Loss_G: 23.6476 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7375/10000][0/13] Loss_D: 0.0075 Loss_G: 11.0929 D(x): 0.9993 D(G(z)): 0.0067 / 0.0011 [7376/10000][0/13] Loss_D: 1.8435 Loss_G: 12.3176 D(x): 0.9687 D(G(z)): 0.0276 / 0.0013 [7377/10000][0/13] Loss_D: 0.0013 Loss_G: 10.4675 D(x): 1.0000 D(G(z)): 0.0013 / 0.0009 [7378/10000][0/13] Loss_D: 0.0002 Loss_G: 11.7850 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7379/10000][0/13] Loss_D: 0.0005 Loss_G: 8.7018 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7380/10000][0/13] Loss_D: 0.0001 Loss_G: 10.8754 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7381/10000][0/13] Loss_D: 0.0001 Loss_G: 25.4930 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7382/10000][0/13] Loss_D: 0.0001 Loss_G: 31.7351 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7383/10000][0/13] Loss_D: 0.0005 Loss_G: 28.8027 D(x): 1.0000 D(G(z)): 0.0005 / 0.0001 [7384/10000][0/13] Loss_D: 1.3470 Loss_G: 22.4224 D(x): 0.9686 D(G(z)): 0.0001 / 0.0001 [7385/10000][0/13] Loss_D: 0.0007 Loss_G: 24.3619 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [7386/10000][0/13] Loss_D: 0.0010 Loss_G: 19.2126 D(x): 1.0000 D(G(z)): 0.0009 / 0.0006 [7387/10000][0/13] Loss_D: 0.0003 Loss_G: 15.0446 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7388/10000][0/13] Loss_D: 2.7079 Loss_G: 43.4422 D(x): 1.0000 D(G(z)): 0.5932 / 0.0000 [7389/10000][0/13] Loss_D: 0.0000 Loss_G: 48.9888 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7390/10000][0/13] Loss_D: 0.0009 Loss_G: 40.2101 D(x): 1.0000 D(G(z)): 0.0009 / 0.0006 [7391/10000][0/13] Loss_D: 0.0025 Loss_G: 34.7935 D(x): 1.0000 D(G(z)): 0.0024 / 0.0015 [7392/10000][0/13] Loss_D: 0.0018 Loss_G: 28.2728 D(x): 1.0000 D(G(z)): 0.0017 / 0.0010 [7393/10000][0/13] Loss_D: 0.0052 Loss_G: 18.9247 D(x): 1.0000 D(G(z)): 0.0051 / 0.0025 [7394/10000][0/13] Loss_D: 0.0103 Loss_G: 10.2122 D(x): 0.9991 D(G(z)): 0.0093 / 0.0028 [7395/10000][0/13] Loss_D: 0.0000 Loss_G: 12.9233 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7396/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6928 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7397/10000][0/13] Loss_D: 0.0010 Loss_G: 7.4197 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [7398/10000][0/13] Loss_D: 0.0004 Loss_G: 8.3300 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [7399/10000][0/13] Loss_D: 0.0013 Loss_G: 7.7494 D(x): 0.9997 D(G(z)): 0.0010 / 0.0006 [7400/10000][0/13] Loss_D: 0.0025 Loss_G: 7.4414 D(x): 0.9989 D(G(z)): 0.0014 / 0.0010 [7401/10000][0/13] Loss_D: 0.0019 Loss_G: 8.0321 D(x): 0.9987 D(G(z)): 0.0005 / 0.0005 [7402/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3834 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [7403/10000][0/13] Loss_D: 0.0006 Loss_G: 8.5368 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [7404/10000][0/13] Loss_D: 0.0005 Loss_G: 8.1636 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7405/10000][0/13] Loss_D: 0.0014 Loss_G: 7.1154 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [7406/10000][0/13] Loss_D: 0.0003 Loss_G: 8.7753 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7407/10000][0/13] Loss_D: 0.0020 Loss_G: 7.1148 D(x): 0.9996 D(G(z)): 0.0017 / 0.0013 [7408/10000][0/13] Loss_D: 0.0009 Loss_G: 8.0262 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [7409/10000][0/13] Loss_D: 0.0020 Loss_G: 7.9102 D(x): 0.9986 D(G(z)): 0.0005 / 0.0005 [7410/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2275 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [7411/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8803 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7412/10000][0/13] Loss_D: 0.0030 Loss_G: 6.7754 D(x): 0.9996 D(G(z)): 0.0026 / 0.0016 [7413/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0454 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [7414/10000][0/13] Loss_D: 0.0002 Loss_G: 9.1266 D(x): 1.0000 D(G(z)): 0.0002 / 0.0004 [7415/10000][0/13] Loss_D: 16.8286 Loss_G: 9.7251 D(x): 1.0000 D(G(z)): 0.2532 / 0.0008 [7416/10000][0/13] Loss_D: 0.0002 Loss_G: 9.9060 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7417/10000][0/13] Loss_D: 0.0000 Loss_G: 12.0117 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7418/10000][0/13] Loss_D: 0.0037 Loss_G: 8.6087 D(x): 0.9969 D(G(z)): 0.0005 / 0.0005 [7419/10000][0/13] Loss_D: 0.0028 Loss_G: 6.7914 D(x): 1.0000 D(G(z)): 0.0027 / 0.0020 [7420/10000][0/13] Loss_D: 0.0017 Loss_G: 7.6735 D(x): 0.9994 D(G(z)): 0.0011 / 0.0016 [7421/10000][0/13] Loss_D: 0.0023 Loss_G: 7.2435 D(x): 0.9994 D(G(z)): 0.0017 / 0.0014 [7422/10000][0/13] Loss_D: 0.0003 Loss_G: 10.0139 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7423/10000][0/13] Loss_D: 0.0202 Loss_G: 7.5132 D(x): 0.9979 D(G(z)): 0.0173 / 0.0010 [7424/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6540 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7425/10000][0/13] Loss_D: 0.0001 Loss_G: 11.0186 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7426/10000][0/13] Loss_D: 0.0023 Loss_G: 12.8851 D(x): 0.9983 D(G(z)): 0.0006 / 0.0005 [7427/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2530 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7428/10000][0/13] Loss_D: 0.0001 Loss_G: 12.9156 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7429/10000][0/13] Loss_D: 0.0002 Loss_G: 11.3003 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7430/10000][0/13] Loss_D: 0.0001 Loss_G: 13.4958 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7431/10000][0/13] Loss_D: 0.0002 Loss_G: 11.9980 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7432/10000][0/13] Loss_D: 0.0005 Loss_G: 13.3304 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7433/10000][0/13] Loss_D: 0.0002 Loss_G: 13.8395 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7434/10000][0/13] Loss_D: 0.0045 Loss_G: 9.5147 D(x): 0.9969 D(G(z)): 0.0013 / 0.0011 [7435/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7094 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7436/10000][0/13] Loss_D: 0.0055 Loss_G: 28.8770 D(x): 0.9947 D(G(z)): 0.0000 / 0.0000 [7437/10000][0/13] Loss_D: 0.0000 Loss_G: 26.1291 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7438/10000][0/13] Loss_D: 0.0001 Loss_G: 18.4365 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7439/10000][0/13] Loss_D: 0.0071 Loss_G: 15.4048 D(x): 1.0000 D(G(z)): 0.0070 / 0.0026 [7440/10000][0/13] Loss_D: 0.0009 Loss_G: 15.4939 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [7441/10000][0/13] Loss_D: 0.0085 Loss_G: 14.6390 D(x): 1.0000 D(G(z)): 0.0084 / 0.0027 [7442/10000][0/13] Loss_D: 0.0003 Loss_G: 15.9631 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [7443/10000][0/13] Loss_D: 0.0072 Loss_G: 14.3625 D(x): 0.9933 D(G(z)): 0.0002 / 0.0003 [7444/10000][0/13] Loss_D: 0.0324 Loss_G: 12.5304 D(x): 0.9722 D(G(z)): 0.0003 / 0.0011 [7445/10000][0/13] Loss_D: 0.0038 Loss_G: 12.5022 D(x): 0.9993 D(G(z)): 0.0031 / 0.0017 [7446/10000][0/13] Loss_D: 0.0037 Loss_G: 12.4763 D(x): 1.0000 D(G(z)): 0.0037 / 0.0022 [7447/10000][0/13] Loss_D: 0.0024 Loss_G: 11.9469 D(x): 1.0000 D(G(z)): 0.0023 / 0.0018 [7448/10000][0/13] Loss_D: 0.0009 Loss_G: 14.4237 D(x): 0.9997 D(G(z)): 0.0005 / 0.0004 [7449/10000][0/13] Loss_D: 0.0008 Loss_G: 12.0066 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [7450/10000][0/13] Loss_D: 0.0015 Loss_G: 9.0802 D(x): 1.0000 D(G(z)): 0.0015 / 0.0013 [7451/10000][0/13] Loss_D: 0.0752 Loss_G: 9.7541 D(x): 1.0000 D(G(z)): 0.0469 / 0.0002 [7452/10000][0/13] Loss_D: 0.0005 Loss_G: 9.7159 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [7453/10000][0/13] Loss_D: 0.0001 Loss_G: 12.5881 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [7454/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8784 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7455/10000][0/13] Loss_D: 0.0110 Loss_G: 9.5109 D(x): 0.9897 D(G(z)): 0.0001 / 0.0003 [7456/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3436 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7457/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2216 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7458/10000][0/13] Loss_D: 0.0044 Loss_G: 6.9609 D(x): 1.0000 D(G(z)): 0.0043 / 0.0077 [7459/10000][0/13] Loss_D: 0.0020 Loss_G: 9.5027 D(x): 0.9990 D(G(z)): 0.0010 / 0.0008 [7460/10000][0/13] Loss_D: 0.0001 Loss_G: 11.0197 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7461/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1347 D(x): 1.0000 D(G(z)): 0.0007 / 0.0008 [7462/10000][0/13] Loss_D: 0.0011 Loss_G: 8.0177 D(x): 0.9999 D(G(z)): 0.0010 / 0.0007 [7463/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6924 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [7464/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2880 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7465/10000][0/13] Loss_D: 0.2566 Loss_G: 28.0537 D(x): 1.0000 D(G(z)): 0.1916 / 0.0000 [7466/10000][0/13] Loss_D: 0.0000 Loss_G: 24.5654 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7467/10000][0/13] Loss_D: 0.0003 Loss_G: 23.3424 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7468/10000][0/13] Loss_D: 0.0000 Loss_G: 27.4542 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7469/10000][0/13] Loss_D: 0.0000 Loss_G: 26.7013 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7470/10000][0/13] Loss_D: 0.0039 Loss_G: 21.6813 D(x): 1.0000 D(G(z)): 0.0038 / 0.0179 [7471/10000][0/13] Loss_D: 0.0247 Loss_G: 24.5913 D(x): 1.0000 D(G(z)): 0.0217 / 0.0000 [7472/10000][0/13] Loss_D: 0.0001 Loss_G: 19.3446 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7473/10000][0/13] Loss_D: 0.0001 Loss_G: 18.7303 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7474/10000][0/13] Loss_D: 0.0005 Loss_G: 15.3311 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [7475/10000][0/13] Loss_D: 0.0000 Loss_G: 25.0196 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7476/10000][0/13] Loss_D: 0.0220 Loss_G: 13.7785 D(x): 1.0000 D(G(z)): 0.0205 / 0.0158 [7477/10000][0/13] Loss_D: 0.0001 Loss_G: 15.6097 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7478/10000][0/13] Loss_D: 0.0125 Loss_G: 10.7955 D(x): 0.9898 D(G(z)): 0.0014 / 0.0004 [7479/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8938 D(x): 1.0000 D(G(z)): 0.0009 / 0.0006 [7480/10000][0/13] Loss_D: 0.0011 Loss_G: 9.3639 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [7481/10000][0/13] Loss_D: 0.0001 Loss_G: 11.5002 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7482/10000][0/13] Loss_D: 0.0002 Loss_G: 11.1434 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7483/10000][0/13] Loss_D: 0.0002 Loss_G: 10.4258 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [7484/10000][0/13] Loss_D: 0.0004 Loss_G: 10.5430 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [7485/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9629 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [7486/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0935 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7487/10000][0/13] Loss_D: 0.0008 Loss_G: 9.9254 D(x): 0.9993 D(G(z)): 0.0001 / 0.0001 [7488/10000][0/13] Loss_D: 0.0006 Loss_G: 8.6228 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [7489/10000][0/13] Loss_D: 0.0032 Loss_G: 18.9148 D(x): 0.9970 D(G(z)): 0.0001 / 0.0001 [7490/10000][0/13] Loss_D: 0.1158 Loss_G: 20.9511 D(x): 1.0000 D(G(z)): 0.0919 / 0.0000 [7491/10000][0/13] Loss_D: 0.0004 Loss_G: 13.3866 D(x): 1.0000 D(G(z)): 0.0004 / 0.0006 [7492/10000][0/13] Loss_D: 0.0010 Loss_G: 20.0453 D(x): 0.9990 D(G(z)): 0.0000 / 0.0000 [7493/10000][0/13] Loss_D: 0.0050 Loss_G: 14.5759 D(x): 1.0000 D(G(z)): 0.0049 / 0.0017 [7494/10000][0/13] Loss_D: 0.0012 Loss_G: 19.4658 D(x): 0.9997 D(G(z)): 0.0010 / 0.0008 [7495/10000][0/13] Loss_D: 0.0146 Loss_G: 19.5034 D(x): 0.9867 D(G(z)): 0.0000 / 0.0000 [7496/10000][0/13] Loss_D: 0.0001 Loss_G: 18.6944 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7497/10000][0/13] Loss_D: 0.0032 Loss_G: 16.6242 D(x): 1.0000 D(G(z)): 0.0032 / 0.0021 [7498/10000][0/13] Loss_D: 0.0028 Loss_G: 15.8217 D(x): 1.0000 D(G(z)): 0.0027 / 0.0015 [7499/10000][0/13] Loss_D: 0.0017 Loss_G: 15.1290 D(x): 0.9998 D(G(z)): 0.0016 / 0.0012 [7500/10000][0/13] Loss_D: 0.0003 Loss_G: 16.2913 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7501/10000][0/13] Loss_D: 0.0012 Loss_G: 14.6215 D(x): 0.9990 D(G(z)): 0.0002 / 0.0002 [7502/10000][0/13] Loss_D: 0.0003 Loss_G: 15.5253 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7503/10000][0/13] Loss_D: 0.0007 Loss_G: 9.0093 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7504/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2896 D(x): 0.9999 D(G(z)): 0.0007 / 0.0005 [7505/10000][0/13] Loss_D: 0.0030 Loss_G: 8.2880 D(x): 0.9976 D(G(z)): 0.0006 / 0.0006 [7506/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7155 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [7507/10000][0/13] Loss_D: 0.0039 Loss_G: 6.8610 D(x): 0.9984 D(G(z)): 0.0023 / 0.0018 [7508/10000][0/13] Loss_D: 0.0011 Loss_G: 7.5096 D(x): 1.0000 D(G(z)): 0.0010 / 0.0014 [7509/10000][0/13] Loss_D: 0.0279 Loss_G: 29.0665 D(x): 1.0000 D(G(z)): 0.0186 / 0.0002 [7510/10000][0/13] Loss_D: 0.0019 Loss_G: 20.4089 D(x): 1.0000 D(G(z)): 0.0019 / 0.0010 [7511/10000][0/13] Loss_D: 0.0061 Loss_G: 19.1454 D(x): 1.0000 D(G(z)): 0.0060 / 0.0016 [7512/10000][0/13] Loss_D: 0.0031 Loss_G: 15.3059 D(x): 1.0000 D(G(z)): 0.0031 / 0.0016 [7513/10000][0/13] Loss_D: 0.0004 Loss_G: 14.4751 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7514/10000][0/13] Loss_D: 0.0014 Loss_G: 10.3920 D(x): 0.9992 D(G(z)): 0.0007 / 0.0004 [7515/10000][0/13] Loss_D: 0.8205 Loss_G: 33.9657 D(x): 0.9995 D(G(z)): 0.1857 / 0.0014 [7516/10000][0/13] Loss_D: 0.0001 Loss_G: 25.6959 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7517/10000][0/13] Loss_D: 0.0086 Loss_G: 20.4003 D(x): 1.0000 D(G(z)): 0.0085 / 0.0021 [7518/10000][0/13] Loss_D: 1.2661 Loss_G: 18.8851 D(x): 0.9679 D(G(z)): 0.0033 / 0.0016 [7519/10000][0/13] Loss_D: 0.0011 Loss_G: 18.4728 D(x): 0.9998 D(G(z)): 0.0010 / 0.0007 [7520/10000][0/13] Loss_D: 1.1962 Loss_G: 17.6328 D(x): 0.9687 D(G(z)): 0.0001 / 0.0001 [7521/10000][0/13] Loss_D: 0.0014 Loss_G: 13.9704 D(x): 1.0000 D(G(z)): 0.0014 / 0.0009 [7522/10000][0/13] Loss_D: 0.0008 Loss_G: 15.2452 D(x): 0.9997 D(G(z)): 0.0005 / 0.0004 [7523/10000][0/13] Loss_D: 0.0043 Loss_G: 24.3057 D(x): 0.9999 D(G(z)): 0.0041 / 0.0010 [7524/10000][0/13] Loss_D: 0.0012 Loss_G: 15.5285 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [7525/10000][0/13] Loss_D: 0.0011 Loss_G: 13.6210 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [7526/10000][0/13] Loss_D: 0.0004 Loss_G: 12.1343 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7527/10000][0/13] Loss_D: 0.0018 Loss_G: 10.5140 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [7528/10000][0/13] Loss_D: 0.0005 Loss_G: 9.9582 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7529/10000][0/13] Loss_D: 0.0002 Loss_G: 18.0964 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7530/10000][0/13] Loss_D: 0.0009 Loss_G: 15.9304 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [7531/10000][0/13] Loss_D: 0.0032 Loss_G: 12.5457 D(x): 0.9992 D(G(z)): 0.0024 / 0.0012 [7532/10000][0/13] Loss_D: 0.1216 Loss_G: 26.9479 D(x): 0.9362 D(G(z)): 0.0001 / 0.0178 [7533/10000][0/13] Loss_D: 0.0148 Loss_G: 14.2579 D(x): 0.9998 D(G(z)): 0.0135 / 0.0051 [7534/10000][0/13] Loss_D: 0.0018 Loss_G: 10.4639 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [7535/10000][0/13] Loss_D: 0.0016 Loss_G: 9.8666 D(x): 1.0000 D(G(z)): 0.0016 / 0.0007 [7536/10000][0/13] Loss_D: 0.0011 Loss_G: 8.5459 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [7537/10000][0/13] Loss_D: 0.0029 Loss_G: 7.9671 D(x): 0.9999 D(G(z)): 0.0028 / 0.0015 [7538/10000][0/13] Loss_D: 0.0005 Loss_G: 9.2940 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7539/10000][0/13] Loss_D: 0.0008 Loss_G: 8.5057 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [7540/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8719 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [7541/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2529 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7542/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6600 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [7543/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8242 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7544/10000][0/13] Loss_D: 0.0010 Loss_G: 22.4401 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [7545/10000][0/13] Loss_D: 0.0000 Loss_G: 18.4326 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7546/10000][0/13] Loss_D: 0.0001 Loss_G: 17.2511 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [7547/10000][0/13] Loss_D: 0.0005 Loss_G: 19.6007 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7548/10000][0/13] Loss_D: 0.0010 Loss_G: 13.5985 D(x): 0.9997 D(G(z)): 0.0006 / 0.0004 [7549/10000][0/13] Loss_D: 0.0034 Loss_G: 12.6802 D(x): 0.9972 D(G(z)): 0.0005 / 0.0005 [7550/10000][0/13] Loss_D: 0.0002 Loss_G: 16.8384 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [7551/10000][0/13] Loss_D: 0.0022 Loss_G: 14.5146 D(x): 0.9991 D(G(z)): 0.0013 / 0.0011 [7552/10000][0/13] Loss_D: 0.0008 Loss_G: 14.2775 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [7553/10000][0/13] Loss_D: 0.0014 Loss_G: 13.5441 D(x): 0.9999 D(G(z)): 0.0013 / 0.0010 [7554/10000][0/13] Loss_D: 0.0004 Loss_G: 15.4661 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [7555/10000][0/13] Loss_D: 0.2918 Loss_G: 20.1547 D(x): 1.0000 D(G(z)): 0.1490 / 0.0002 [7556/10000][0/13] Loss_D: 0.0013 Loss_G: 21.8919 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [7557/10000][0/13] Loss_D: 0.0003 Loss_G: 23.7364 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7558/10000][0/13] Loss_D: 0.0035 Loss_G: 19.2842 D(x): 1.0000 D(G(z)): 0.0034 / 0.0013 [7559/10000][0/13] Loss_D: 0.0017 Loss_G: 18.4117 D(x): 1.0000 D(G(z)): 0.0017 / 0.0006 [7560/10000][0/13] Loss_D: 0.7296 Loss_G: 19.8826 D(x): 0.9675 D(G(z)): 0.0002 / 0.0004 [7561/10000][0/13] Loss_D: 0.0004 Loss_G: 16.6642 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7562/10000][0/13] Loss_D: 0.0116 Loss_G: 16.7644 D(x): 0.9901 D(G(z)): 0.0000 / 0.0000 [7563/10000][0/13] Loss_D: 0.0119 Loss_G: 16.0140 D(x): 0.9891 D(G(z)): 0.0004 / 0.0006 [7564/10000][0/13] Loss_D: 0.0015 Loss_G: 16.3732 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [7565/10000][0/13] Loss_D: 0.0005 Loss_G: 15.2866 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [7566/10000][0/13] Loss_D: 0.0022 Loss_G: 17.0549 D(x): 0.9997 D(G(z)): 0.0019 / 0.0011 [7567/10000][0/13] Loss_D: 0.0022 Loss_G: 16.5038 D(x): 1.0000 D(G(z)): 0.0022 / 0.0014 [7568/10000][0/13] Loss_D: 0.0050 Loss_G: 14.6828 D(x): 1.0000 D(G(z)): 0.0050 / 0.0020 [7569/10000][0/13] Loss_D: 0.0002 Loss_G: 18.3640 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7570/10000][0/13] Loss_D: 0.0011 Loss_G: 8.0053 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [7571/10000][0/13] Loss_D: 0.0008 Loss_G: 9.0205 D(x): 0.9997 D(G(z)): 0.0005 / 0.0004 [7572/10000][0/13] Loss_D: 0.0033 Loss_G: 7.9379 D(x): 0.9973 D(G(z)): 0.0006 / 0.0009 [7573/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7290 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7574/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2025 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7575/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5368 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7576/10000][0/13] Loss_D: 0.0001 Loss_G: 11.5501 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7577/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8406 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7578/10000][0/13] Loss_D: 0.0004 Loss_G: 9.6397 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7579/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6722 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [7580/10000][0/13] Loss_D: 0.0016 Loss_G: 7.8354 D(x): 0.9999 D(G(z)): 0.0016 / 0.0011 [7581/10000][0/13] Loss_D: 0.0010 Loss_G: 8.3667 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [7582/10000][0/13] Loss_D: 0.0011 Loss_G: 10.3299 D(x): 0.9996 D(G(z)): 0.0007 / 0.0003 [7583/10000][0/13] Loss_D: 0.0004 Loss_G: 18.3990 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [7584/10000][0/13] Loss_D: 0.0007 Loss_G: 14.2971 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [7585/10000][0/13] Loss_D: 0.0002 Loss_G: 17.2402 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7586/10000][0/13] Loss_D: 0.0013 Loss_G: 15.5366 D(x): 0.9995 D(G(z)): 0.0008 / 0.0007 [7587/10000][0/13] Loss_D: 0.0001 Loss_G: 14.7866 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7588/10000][0/13] Loss_D: 0.0018 Loss_G: 15.0199 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [7589/10000][0/13] Loss_D: 0.1076 Loss_G: 41.2797 D(x): 0.9685 D(G(z)): 0.0000 / 0.0000 [7590/10000][0/13] Loss_D: 0.0005 Loss_G: 37.0382 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7591/10000][0/13] Loss_D: 1.6067 Loss_G: 28.6854 D(x): 0.9687 D(G(z)): 0.0008 / 0.0007 [7592/10000][0/13] Loss_D: 0.0002 Loss_G: 23.9867 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7593/10000][0/13] Loss_D: 0.0047 Loss_G: 28.5063 D(x): 1.0000 D(G(z)): 0.0047 / 0.0023 [7594/10000][0/13] Loss_D: 0.0012 Loss_G: 27.6648 D(x): 0.9999 D(G(z)): 0.0012 / 0.0008 [7595/10000][0/13] Loss_D: 0.0026 Loss_G: 21.1966 D(x): 0.9999 D(G(z)): 0.0025 / 0.0013 [7596/10000][0/13] Loss_D: 0.0003 Loss_G: 22.9716 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7597/10000][0/13] Loss_D: 0.0739 Loss_G: 25.6276 D(x): 1.0000 D(G(z)): 0.0605 / 0.0000 [7598/10000][0/13] Loss_D: 0.0002 Loss_G: 20.0146 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7599/10000][0/13] Loss_D: 0.0010 Loss_G: 15.0436 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [7600/10000][0/13] Loss_D: 0.0004 Loss_G: 15.6024 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [7601/10000][0/13] Loss_D: 0.0001 Loss_G: 11.2210 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7602/10000][0/13] Loss_D: 0.0052 Loss_G: 6.3548 D(x): 1.0000 D(G(z)): 0.0052 / 0.0024 [7603/10000][0/13] Loss_D: 0.0003 Loss_G: 8.6861 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7604/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2874 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [7605/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1475 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7606/10000][0/13] Loss_D: 0.0007 Loss_G: 9.4378 D(x): 0.9996 D(G(z)): 0.0003 / 0.0003 [7607/10000][0/13] Loss_D: 0.0001 Loss_G: 10.8865 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7608/10000][0/13] Loss_D: 0.0249 Loss_G: 6.7440 D(x): 0.9794 D(G(z)): 0.0019 / 0.0055 [7609/10000][0/13] Loss_D: 0.0049 Loss_G: 6.7725 D(x): 1.0000 D(G(z)): 0.0049 / 0.0020 [7610/10000][0/13] Loss_D: 0.0001 Loss_G: 20.3442 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7611/10000][0/13] Loss_D: 0.2227 Loss_G: 24.0112 D(x): 0.9688 D(G(z)): 0.0000 / 0.0000 [7612/10000][0/13] Loss_D: 0.0004 Loss_G: 13.8969 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7613/10000][0/13] Loss_D: 0.0006 Loss_G: 12.9796 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [7614/10000][0/13] Loss_D: 0.0009 Loss_G: 10.7691 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [7615/10000][0/13] Loss_D: 0.0053 Loss_G: 6.9982 D(x): 1.0000 D(G(z)): 0.0052 / 0.0014 [7616/10000][0/13] Loss_D: 0.0782 Loss_G: 41.1593 D(x): 0.9999 D(G(z)): 0.0668 / 0.0000 [7617/10000][0/13] Loss_D: 2.3181 Loss_G: 33.4616 D(x): 0.9681 D(G(z)): 0.0032 / 0.0020 [7618/10000][0/13] Loss_D: 0.0019 Loss_G: 28.5731 D(x): 1.0000 D(G(z)): 0.0018 / 0.0008 [7619/10000][0/13] Loss_D: 0.0004 Loss_G: 24.4401 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [7620/10000][0/13] Loss_D: 0.0140 Loss_G: 26.7493 D(x): 1.0000 D(G(z)): 0.0129 / 0.0009 [7621/10000][0/13] Loss_D: 0.0038 Loss_G: 22.2442 D(x): 0.9977 D(G(z)): 0.0015 / 0.0009 [7622/10000][0/13] Loss_D: 2.3267 Loss_G: 26.0888 D(x): 0.9687 D(G(z)): 0.0725 / 0.0017 [7623/10000][0/13] Loss_D: 0.0024 Loss_G: 21.8139 D(x): 1.0000 D(G(z)): 0.0023 / 0.0018 [7624/10000][0/13] Loss_D: 0.0002 Loss_G: 25.0969 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7625/10000][0/13] Loss_D: 0.0002 Loss_G: 20.5823 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7626/10000][0/13] Loss_D: 0.0004 Loss_G: 21.5711 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7627/10000][0/13] Loss_D: 1.9652 Loss_G: 19.6515 D(x): 0.9687 D(G(z)): 0.0052 / 0.0029 [7628/10000][0/13] Loss_D: 0.0001 Loss_G: 32.9444 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7629/10000][0/13] Loss_D: 0.4836 Loss_G: 24.2033 D(x): 0.9687 D(G(z)): 0.0001 / 0.0001 [7630/10000][0/13] Loss_D: 0.0003 Loss_G: 20.5505 D(x): 1.0000 D(G(z)): 0.0003 / 0.0001 [7631/10000][0/13] Loss_D: 0.0002 Loss_G: 11.6946 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7632/10000][0/13] Loss_D: 0.0008 Loss_G: 8.3048 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [7633/10000][0/13] Loss_D: 0.0008 Loss_G: 8.3745 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [7634/10000][0/13] Loss_D: 1.9234 Loss_G: 8.3446 D(x): 0.9686 D(G(z)): 0.0006 / 0.0005 [7635/10000][0/13] Loss_D: 0.0018 Loss_G: 8.1645 D(x): 1.0000 D(G(z)): 0.0018 / 0.0008 [7636/10000][0/13] Loss_D: 0.3637 Loss_G: 20.6610 D(x): 1.0000 D(G(z)): 0.1677 / 0.0000 [7637/10000][0/13] Loss_D: 0.0001 Loss_G: 18.7535 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [7638/10000][0/13] Loss_D: 0.0025 Loss_G: 16.0569 D(x): 0.9999 D(G(z)): 0.0024 / 0.0016 [7639/10000][0/13] Loss_D: 0.0005 Loss_G: 17.2626 D(x): 0.9997 D(G(z)): 0.0002 / 0.0001 [7640/10000][0/13] Loss_D: 0.0001 Loss_G: 18.0424 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7641/10000][0/13] Loss_D: 1.2779 Loss_G: 16.7627 D(x): 0.9688 D(G(z)): 0.0006 / 0.0005 [7642/10000][0/13] Loss_D: 0.0028 Loss_G: 12.5387 D(x): 1.0000 D(G(z)): 0.0028 / 0.0040 [7643/10000][0/13] Loss_D: 0.0004 Loss_G: 12.6951 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7644/10000][0/13] Loss_D: 0.0028 Loss_G: 8.3431 D(x): 0.9985 D(G(z)): 0.0013 / 0.0010 [7645/10000][0/13] Loss_D: 0.0273 Loss_G: 7.4866 D(x): 1.0000 D(G(z)): 0.0259 / 0.0026 [7646/10000][0/13] Loss_D: 0.0042 Loss_G: 7.1726 D(x): 0.9997 D(G(z)): 0.0038 / 0.0024 [7647/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0071 D(x): 0.9999 D(G(z)): 0.0007 / 0.0007 [7648/10000][0/13] Loss_D: 0.0031 Loss_G: 6.8319 D(x): 0.9997 D(G(z)): 0.0028 / 0.0024 [7649/10000][0/13] Loss_D: 1.7397 Loss_G: 24.9993 D(x): 0.9552 D(G(z)): 0.0000 / 0.0000 [7650/10000][0/13] Loss_D: 0.0060 Loss_G: 28.0402 D(x): 0.9978 D(G(z)): 0.0036 / 0.0018 [7651/10000][0/13] Loss_D: 0.0002 Loss_G: 19.2092 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7652/10000][0/13] Loss_D: 0.0001 Loss_G: 16.4557 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7653/10000][0/13] Loss_D: 1.5103 Loss_G: 14.8919 D(x): 0.9687 D(G(z)): 0.0001 / 0.0001 [7654/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8245 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7655/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7510 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7656/10000][0/13] Loss_D: 1.5016 Loss_G: 6.3543 D(x): 0.9687 D(G(z)): 0.0056 / 0.0025 [7657/10000][0/13] Loss_D: 1.5882 Loss_G: 6.6034 D(x): 0.9687 D(G(z)): 0.0056 / 0.0024 [7658/10000][0/13] Loss_D: 0.0233 Loss_G: 6.3452 D(x): 1.0000 D(G(z)): 0.0228 / 0.0038 [7659/10000][0/13] Loss_D: 0.0018 Loss_G: 16.3736 D(x): 0.9982 D(G(z)): 0.0000 / 0.0000 [7660/10000][0/13] Loss_D: 0.0008 Loss_G: 9.5876 D(x): 0.9997 D(G(z)): 0.0004 / 0.0003 [7661/10000][0/13] Loss_D: 0.0008 Loss_G: 11.0698 D(x): 0.9993 D(G(z)): 0.0001 / 0.0001 [7662/10000][0/13] Loss_D: 0.0014 Loss_G: 9.0047 D(x): 0.9995 D(G(z)): 0.0009 / 0.0007 [7663/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2037 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7664/10000][0/13] Loss_D: 0.0018 Loss_G: 10.3928 D(x): 0.9983 D(G(z)): 0.0001 / 0.0001 [7665/10000][0/13] Loss_D: 0.0004 Loss_G: 9.1293 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [7666/10000][0/13] Loss_D: 0.0009 Loss_G: 8.1503 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [7667/10000][0/13] Loss_D: 0.2464 Loss_G: 17.5871 D(x): 1.0000 D(G(z)): 0.1395 / 0.0001 [7668/10000][0/13] Loss_D: 0.0003 Loss_G: 28.7809 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7669/10000][0/13] Loss_D: 0.0000 Loss_G: 19.6405 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7670/10000][0/13] Loss_D: 0.0015 Loss_G: 14.4541 D(x): 1.0000 D(G(z)): 0.0015 / 0.0010 [7671/10000][0/13] Loss_D: 0.0014 Loss_G: 17.2417 D(x): 0.9999 D(G(z)): 0.0013 / 0.0008 [7672/10000][0/13] Loss_D: 0.0010 Loss_G: 20.2274 D(x): 1.0000 D(G(z)): 0.0009 / 0.0009 [7673/10000][0/13] Loss_D: 1.6982 Loss_G: 19.0671 D(x): 0.9680 D(G(z)): 0.0024 / 0.0015 [7674/10000][0/13] Loss_D: 0.0007 Loss_G: 15.8275 D(x): 0.9995 D(G(z)): 0.0003 / 0.0002 [7675/10000][0/13] Loss_D: 0.0000 Loss_G: 16.8301 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7676/10000][0/13] Loss_D: 0.0002 Loss_G: 17.2906 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7677/10000][0/13] Loss_D: 0.0108 Loss_G: 16.7780 D(x): 0.9962 D(G(z)): 0.0068 / 0.0022 [7678/10000][0/13] Loss_D: 0.0003 Loss_G: 14.3625 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7679/10000][0/13] Loss_D: 0.0000 Loss_G: 16.8568 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7680/10000][0/13] Loss_D: 0.0172 Loss_G: 14.6572 D(x): 1.0000 D(G(z)): 0.0165 / 0.0008 [7681/10000][0/13] Loss_D: 0.0001 Loss_G: 12.9051 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7682/10000][0/13] Loss_D: 0.0002 Loss_G: 10.3005 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7683/10000][0/13] Loss_D: 0.0009 Loss_G: 7.7233 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [7684/10000][0/13] Loss_D: 1.3243 Loss_G: 7.7403 D(x): 0.9687 D(G(z)): 0.0017 / 0.0011 [7685/10000][0/13] Loss_D: 0.0109 Loss_G: 6.3816 D(x): 1.0000 D(G(z)): 0.0108 / 0.0022 [7686/10000][0/13] Loss_D: 0.0090 Loss_G: 5.8046 D(x): 1.0000 D(G(z)): 0.0089 / 0.0042 [7687/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8061 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7688/10000][0/13] Loss_D: 0.0226 Loss_G: 8.2356 D(x): 0.9985 D(G(z)): 0.0201 / 0.0005 [7689/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7528 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [7690/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6047 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7691/10000][0/13] Loss_D: 7.1812 Loss_G: 36.9432 D(x): 1.0000 D(G(z)): 0.6566 / 0.0001 [7692/10000][0/13] Loss_D: 0.0005 Loss_G: 31.5485 D(x): 0.9996 D(G(z)): 0.0000 / 0.0000 [7693/10000][0/13] Loss_D: 0.0222 Loss_G: 15.5946 D(x): 1.0000 D(G(z)): 0.0213 / 0.0014 [7694/10000][0/13] Loss_D: 0.0059 Loss_G: 14.3596 D(x): 1.0000 D(G(z)): 0.0059 / 0.0017 [7695/10000][0/13] Loss_D: 7.7344 Loss_G: 11.4041 D(x): 0.9688 D(G(z)): 0.1088 / 0.0943 [7696/10000][0/13] Loss_D: 0.0019 Loss_G: 23.5117 D(x): 1.0000 D(G(z)): 0.0019 / 0.0011 [7697/10000][0/13] Loss_D: 0.0059 Loss_G: 17.1415 D(x): 1.0000 D(G(z)): 0.0059 / 0.0028 [7698/10000][0/13] Loss_D: 0.0058 Loss_G: 14.5522 D(x): 1.0000 D(G(z)): 0.0058 / 0.0029 [7699/10000][0/13] Loss_D: 0.0033 Loss_G: 11.1936 D(x): 1.0000 D(G(z)): 0.0032 / 0.0019 [7700/10000][0/13] Loss_D: 2.0947 Loss_G: 28.3594 D(x): 1.0000 D(G(z)): 0.3180 / 0.0000 [7701/10000][0/13] Loss_D: 0.0007 Loss_G: 33.8169 D(x): 0.9999 D(G(z)): 0.0007 / 0.0004 [7702/10000][0/13] Loss_D: 0.0295 Loss_G: 24.8106 D(x): 0.9778 D(G(z)): 0.0005 / 0.0008 [7703/10000][0/13] Loss_D: 1.2120 Loss_G: 22.7188 D(x): 0.9683 D(G(z)): 0.0012 / 0.0009 [7704/10000][0/13] Loss_D: 0.0002 Loss_G: 22.4919 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7705/10000][0/13] Loss_D: 0.0026 Loss_G: 21.7468 D(x): 0.9975 D(G(z)): 0.0001 / 0.0001 [7706/10000][0/13] Loss_D: 0.0008 Loss_G: 22.1731 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [7707/10000][0/13] Loss_D: 0.0022 Loss_G: 18.1018 D(x): 1.0000 D(G(z)): 0.0021 / 0.0016 [7708/10000][0/13] Loss_D: 0.0000 Loss_G: 39.8272 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7709/10000][0/13] Loss_D: 0.0003 Loss_G: 18.5000 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7710/10000][0/13] Loss_D: 0.0007 Loss_G: 16.6673 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [7711/10000][0/13] Loss_D: 0.0039 Loss_G: 8.2461 D(x): 1.0000 D(G(z)): 0.0038 / 0.0014 [7712/10000][0/13] Loss_D: 0.0045 Loss_G: 13.8212 D(x): 1.0000 D(G(z)): 0.0045 / 0.0021 [7713/10000][0/13] Loss_D: 0.0061 Loss_G: 10.7045 D(x): 0.9971 D(G(z)): 0.0031 / 0.0023 [7714/10000][0/13] Loss_D: 0.0052 Loss_G: 10.3686 D(x): 1.0000 D(G(z)): 0.0051 / 0.0029 [7715/10000][0/13] Loss_D: 0.0086 Loss_G: 8.7767 D(x): 1.0000 D(G(z)): 0.0085 / 0.0033 [7716/10000][0/13] Loss_D: 0.0012 Loss_G: 10.3437 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [7717/10000][0/13] Loss_D: 0.0018 Loss_G: 8.4972 D(x): 0.9999 D(G(z)): 0.0017 / 0.0010 [7718/10000][0/13] Loss_D: 0.0105 Loss_G: 5.7410 D(x): 0.9992 D(G(z)): 0.0096 / 0.0049 [7719/10000][0/13] Loss_D: 0.0062 Loss_G: 6.2382 D(x): 0.9993 D(G(z)): 0.0055 / 0.0027 [7720/10000][0/13] Loss_D: 0.0030 Loss_G: 6.4230 D(x): 1.0000 D(G(z)): 0.0030 / 0.0021 [7721/10000][0/13] Loss_D: 0.0012 Loss_G: 7.2503 D(x): 0.9999 D(G(z)): 0.0011 / 0.0010 [7722/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1640 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [7723/10000][0/13] Loss_D: 0.0001 Loss_G: 10.0287 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7724/10000][0/13] Loss_D: 0.0016 Loss_G: 7.0784 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [7725/10000][0/13] Loss_D: 0.0032 Loss_G: 13.4962 D(x): 0.9973 D(G(z)): 0.0005 / 0.0005 [7726/10000][0/13] Loss_D: 0.0023 Loss_G: 11.8677 D(x): 1.0000 D(G(z)): 0.0023 / 0.0016 [7727/10000][0/13] Loss_D: 0.0009 Loss_G: 11.8812 D(x): 0.9998 D(G(z)): 0.0007 / 0.0004 [7728/10000][0/13] Loss_D: 0.5429 Loss_G: 42.2186 D(x): 0.9687 D(G(z)): 0.0006 / 0.0002 [7729/10000][0/13] Loss_D: 0.0103 Loss_G: 27.3516 D(x): 1.0000 D(G(z)): 0.0098 / 0.0005 [7730/10000][0/13] Loss_D: 0.0001 Loss_G: 20.8476 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7731/10000][0/13] Loss_D: 0.0046 Loss_G: 21.7422 D(x): 1.0000 D(G(z)): 0.0046 / 0.0019 [7732/10000][0/13] Loss_D: 0.0004 Loss_G: 19.7273 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7733/10000][0/13] Loss_D: 0.0023 Loss_G: 14.9899 D(x): 1.0000 D(G(z)): 0.0023 / 0.0014 [7734/10000][0/13] Loss_D: 0.0052 Loss_G: 12.5974 D(x): 0.9999 D(G(z)): 0.0051 / 0.0012 [7735/10000][0/13] Loss_D: 0.0004 Loss_G: 10.4325 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [7736/10000][0/13] Loss_D: 0.0043 Loss_G: 6.8135 D(x): 1.0000 D(G(z)): 0.0042 / 0.0025 [7737/10000][0/13] Loss_D: 0.0007 Loss_G: 8.2737 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7738/10000][0/13] Loss_D: 0.0014 Loss_G: 7.9033 D(x): 0.9999 D(G(z)): 0.0013 / 0.0009 [7739/10000][0/13] Loss_D: 0.0105 Loss_G: 6.5807 D(x): 0.9922 D(G(z)): 0.0026 / 0.0025 [7740/10000][0/13] Loss_D: 0.0011 Loss_G: 8.7518 D(x): 0.9999 D(G(z)): 0.0010 / 0.0009 [7741/10000][0/13] Loss_D: 0.0020 Loss_G: 8.4407 D(x): 0.9994 D(G(z)): 0.0014 / 0.0011 [7742/10000][0/13] Loss_D: 0.0040 Loss_G: 7.6285 D(x): 0.9998 D(G(z)): 0.0038 / 0.0021 [7743/10000][0/13] Loss_D: 0.0042 Loss_G: 8.5500 D(x): 1.0000 D(G(z)): 0.0042 / 0.0019 [7744/10000][0/13] Loss_D: 0.0021 Loss_G: 7.0556 D(x): 0.9997 D(G(z)): 0.0018 / 0.0012 [7745/10000][0/13] Loss_D: 0.0022 Loss_G: 21.4034 D(x): 0.9997 D(G(z)): 0.0019 / 0.0013 [7746/10000][0/13] Loss_D: 0.0010 Loss_G: 9.3917 D(x): 0.9999 D(G(z)): 0.0009 / 0.0005 [7747/10000][0/13] Loss_D: 0.0006 Loss_G: 9.4206 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [7748/10000][0/13] Loss_D: 0.0007 Loss_G: 8.4174 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7749/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7993 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [7750/10000][0/13] Loss_D: 0.0018 Loss_G: 7.1885 D(x): 1.0000 D(G(z)): 0.0018 / 0.0013 [7751/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4526 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [7752/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2562 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7753/10000][0/13] Loss_D: 0.0015 Loss_G: 7.8766 D(x): 0.9994 D(G(z)): 0.0010 / 0.0008 [7754/10000][0/13] Loss_D: 0.0066 Loss_G: 9.3741 D(x): 0.9939 D(G(z)): 0.0004 / 0.0004 [7755/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6677 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7756/10000][0/13] Loss_D: 0.0003 Loss_G: 9.6233 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7757/10000][0/13] Loss_D: 0.0002 Loss_G: 9.9360 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7758/10000][0/13] Loss_D: 0.0004 Loss_G: 8.4435 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [7759/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0933 D(x): 0.9999 D(G(z)): 0.0009 / 0.0008 [7760/10000][0/13] Loss_D: 0.0014 Loss_G: 8.3521 D(x): 0.9994 D(G(z)): 0.0007 / 0.0007 [7761/10000][0/13] Loss_D: 0.0001 Loss_G: 10.9946 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7762/10000][0/13] Loss_D: 0.0004 Loss_G: 8.4283 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [7763/10000][0/13] Loss_D: 0.0006 Loss_G: 8.5444 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [7764/10000][0/13] Loss_D: 0.0042 Loss_G: 6.3794 D(x): 0.9999 D(G(z)): 0.0041 / 0.0045 [7765/10000][0/13] Loss_D: 0.1524 Loss_G: 6.5899 D(x): 0.9406 D(G(z)): 0.0007 / 0.0026 [7766/10000][0/13] Loss_D: 0.0006 Loss_G: 16.1212 D(x): 0.9999 D(G(z)): 0.0005 / 0.0003 [7767/10000][0/13] Loss_D: 0.0016 Loss_G: 13.8083 D(x): 1.0000 D(G(z)): 0.0016 / 0.0018 [7768/10000][0/13] Loss_D: 0.0018 Loss_G: 13.6931 D(x): 0.9999 D(G(z)): 0.0017 / 0.0012 [7769/10000][0/13] Loss_D: 0.0007 Loss_G: 16.3131 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [7770/10000][0/13] Loss_D: 0.0027 Loss_G: 14.5909 D(x): 0.9984 D(G(z)): 0.0011 / 0.0010 [7771/10000][0/13] Loss_D: 0.0016 Loss_G: 13.9507 D(x): 0.9992 D(G(z)): 0.0008 / 0.0007 [7772/10000][0/13] Loss_D: 0.0082 Loss_G: 14.4243 D(x): 0.9926 D(G(z)): 0.0002 / 0.0003 [7773/10000][0/13] Loss_D: 0.0013 Loss_G: 17.2969 D(x): 0.9999 D(G(z)): 0.0012 / 0.0011 [7774/10000][0/13] Loss_D: 0.0036 Loss_G: 13.2300 D(x): 0.9967 D(G(z)): 0.0003 / 0.0003 [7775/10000][0/13] Loss_D: 0.0005 Loss_G: 12.8096 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [7776/10000][0/13] Loss_D: 0.0000 Loss_G: 10.6821 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7777/10000][0/13] Loss_D: 10.5957 Loss_G: 42.5254 D(x): 1.0000 D(G(z)): 0.9465 / 0.0000 [7778/10000][0/13] Loss_D: 0.0001 Loss_G: 34.0904 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7779/10000][0/13] Loss_D: 0.0010 Loss_G: 23.0350 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [7780/10000][0/13] Loss_D: 0.0021 Loss_G: 21.2431 D(x): 1.0000 D(G(z)): 0.0021 / 0.0016 [7781/10000][0/13] Loss_D: 0.0022 Loss_G: 12.5037 D(x): 1.0000 D(G(z)): 0.0022 / 0.0018 [7782/10000][0/13] Loss_D: 0.0014 Loss_G: 15.3715 D(x): 0.9997 D(G(z)): 0.0011 / 0.0008 [7783/10000][0/13] Loss_D: 0.0018 Loss_G: 14.7834 D(x): 0.9999 D(G(z)): 0.0016 / 0.0012 [7784/10000][0/13] Loss_D: 0.0012 Loss_G: 13.7952 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [7785/10000][0/13] Loss_D: 0.0076 Loss_G: 13.3806 D(x): 0.9969 D(G(z)): 0.0043 / 0.0021 [7786/10000][0/13] Loss_D: 0.0044 Loss_G: 12.8798 D(x): 1.0000 D(G(z)): 0.0043 / 0.0034 [7787/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2908 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7788/10000][0/13] Loss_D: 0.0013 Loss_G: 7.6214 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [7789/10000][0/13] Loss_D: 0.0034 Loss_G: 7.3563 D(x): 0.9990 D(G(z)): 0.0024 / 0.0016 [7790/10000][0/13] Loss_D: 0.0054 Loss_G: 7.0469 D(x): 0.9984 D(G(z)): 0.0038 / 0.0018 [7791/10000][0/13] Loss_D: 0.0023 Loss_G: 8.2705 D(x): 0.9983 D(G(z)): 0.0006 / 0.0006 [7792/10000][0/13] Loss_D: 0.0001 Loss_G: 15.9575 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [7793/10000][0/13] Loss_D: 0.0005 Loss_G: 9.1697 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7794/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2136 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [7795/10000][0/13] Loss_D: 0.0010 Loss_G: 8.5979 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [7796/10000][0/13] Loss_D: 0.6779 Loss_G: 10.5495 D(x): 0.9987 D(G(z)): 0.0970 / 0.0003 [7797/10000][0/13] Loss_D: 0.0016 Loss_G: 8.9161 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [7798/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5166 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7799/10000][0/13] Loss_D: 0.0005 Loss_G: 8.2582 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7800/10000][0/13] Loss_D: 0.0023 Loss_G: 9.7184 D(x): 0.9978 D(G(z)): 0.0001 / 0.0001 [7801/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6349 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [7802/10000][0/13] Loss_D: 0.0017 Loss_G: 12.9989 D(x): 0.9999 D(G(z)): 0.0015 / 0.0013 [7803/10000][0/13] Loss_D: 0.0004 Loss_G: 9.2779 D(x): 1.0000 D(G(z)): 0.0004 / 0.0008 [7804/10000][0/13] Loss_D: 0.0016 Loss_G: 9.3926 D(x): 0.9986 D(G(z)): 0.0002 / 0.0002 [7805/10000][0/13] Loss_D: 0.0007 Loss_G: 10.2338 D(x): 0.9994 D(G(z)): 0.0001 / 0.0001 [7806/10000][0/13] Loss_D: 0.0000 Loss_G: 12.9721 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7807/10000][0/13] Loss_D: 0.0001 Loss_G: 10.3644 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7808/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7039 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7809/10000][0/13] Loss_D: 0.0006 Loss_G: 12.3518 D(x): 0.9994 D(G(z)): 0.0000 / 0.0000 [7810/10000][0/13] Loss_D: 0.0006 Loss_G: 10.2275 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [7811/10000][0/13] Loss_D: 0.0012 Loss_G: 7.5787 D(x): 1.0000 D(G(z)): 0.0012 / 0.0012 [7812/10000][0/13] Loss_D: 0.0005 Loss_G: 7.9622 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7813/10000][0/13] Loss_D: 0.0189 Loss_G: 5.7124 D(x): 1.0000 D(G(z)): 0.0183 / 0.0050 [7814/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2966 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7815/10000][0/13] Loss_D: 0.0002 Loss_G: 9.1676 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7816/10000][0/13] Loss_D: 0.0017 Loss_G: 6.9701 D(x): 0.9997 D(G(z)): 0.0014 / 0.0013 [7817/10000][0/13] Loss_D: 0.0019 Loss_G: 6.9512 D(x): 0.9994 D(G(z)): 0.0013 / 0.0012 [7818/10000][0/13] Loss_D: 0.0003 Loss_G: 8.6314 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7819/10000][0/13] Loss_D: 0.0004 Loss_G: 7.9206 D(x): 1.0000 D(G(z)): 0.0004 / 0.0007 [7820/10000][0/13] Loss_D: 0.0011 Loss_G: 7.2836 D(x): 1.0000 D(G(z)): 0.0011 / 0.0010 [7821/10000][0/13] Loss_D: 0.0009 Loss_G: 8.0100 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [7822/10000][0/13] Loss_D: 0.0008 Loss_G: 7.6363 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [7823/10000][0/13] Loss_D: 0.0003 Loss_G: 9.0311 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7824/10000][0/13] Loss_D: 0.0005 Loss_G: 8.2180 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [7825/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6328 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7826/10000][0/13] Loss_D: 0.0001 Loss_G: 9.7887 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7827/10000][0/13] Loss_D: 0.0001 Loss_G: 10.5631 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7828/10000][0/13] Loss_D: 0.0005 Loss_G: 8.1548 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7829/10000][0/13] Loss_D: 0.0249 Loss_G: 8.7044 D(x): 1.0000 D(G(z)): 0.0231 / 0.0007 [7830/10000][0/13] Loss_D: 1.3795 Loss_G: 31.5635 D(x): 1.0000 D(G(z)): 0.6245 / 0.0000 [7831/10000][0/13] Loss_D: 0.0058 Loss_G: 23.6232 D(x): 1.0000 D(G(z)): 0.0054 / 0.0012 [7832/10000][0/13] Loss_D: 0.0027 Loss_G: 23.3396 D(x): 1.0000 D(G(z)): 0.0026 / 0.0008 [7833/10000][0/13] Loss_D: 0.0009 Loss_G: 20.3500 D(x): 1.0000 D(G(z)): 0.0008 / 0.0004 [7834/10000][0/13] Loss_D: 0.0095 Loss_G: 17.6666 D(x): 1.0000 D(G(z)): 0.0094 / 0.0020 [7835/10000][0/13] Loss_D: 0.0039 Loss_G: 15.5498 D(x): 1.0000 D(G(z)): 0.0038 / 0.0017 [7836/10000][0/13] Loss_D: 0.0002 Loss_G: 17.8999 D(x): 0.9998 D(G(z)): 0.0001 / 0.0000 [7837/10000][0/13] Loss_D: 0.0060 Loss_G: 14.4284 D(x): 0.9999 D(G(z)): 0.0058 / 0.0031 [7838/10000][0/13] Loss_D: 0.0017 Loss_G: 12.7948 D(x): 0.9999 D(G(z)): 0.0016 / 0.0066 [7839/10000][0/13] Loss_D: 0.0013 Loss_G: 21.8733 D(x): 1.0000 D(G(z)): 0.0013 / 0.0007 [7840/10000][0/13] Loss_D: 0.0002 Loss_G: 21.3490 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [7841/10000][0/13] Loss_D: 0.0029 Loss_G: 17.6900 D(x): 0.9995 D(G(z)): 0.0024 / 0.0006 [7842/10000][0/13] Loss_D: 0.0007 Loss_G: 13.8724 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [7843/10000][0/13] Loss_D: 0.0012 Loss_G: 19.3477 D(x): 0.9996 D(G(z)): 0.0008 / 0.0006 [7844/10000][0/13] Loss_D: 0.0034 Loss_G: 17.3464 D(x): 1.0000 D(G(z)): 0.0034 / 0.0014 [7845/10000][0/13] Loss_D: 0.0001 Loss_G: 17.6636 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7846/10000][0/13] Loss_D: 0.0006 Loss_G: 11.8963 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [7847/10000][0/13] Loss_D: 0.0006 Loss_G: 12.4042 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [7848/10000][0/13] Loss_D: 0.0002 Loss_G: 12.0681 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7849/10000][0/13] Loss_D: 0.0013 Loss_G: 9.3351 D(x): 1.0000 D(G(z)): 0.0013 / 0.0012 [7850/10000][0/13] Loss_D: 0.0062 Loss_G: 12.0430 D(x): 0.9949 D(G(z)): 0.0006 / 0.0005 [7851/10000][0/13] Loss_D: 0.0016 Loss_G: 8.7132 D(x): 0.9989 D(G(z)): 0.0005 / 0.0005 [7852/10000][0/13] Loss_D: 0.0016 Loss_G: 7.8827 D(x): 0.9999 D(G(z)): 0.0015 / 0.0013 [7853/10000][0/13] Loss_D: 0.3254 Loss_G: 14.3388 D(x): 1.0000 D(G(z)): 0.1507 / 0.0014 [7854/10000][0/13] Loss_D: 0.0006 Loss_G: 17.9501 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [7855/10000][0/13] Loss_D: 0.0086 Loss_G: 19.7455 D(x): 1.0000 D(G(z)): 0.0084 / 0.0044 [7856/10000][0/13] Loss_D: 0.0053 Loss_G: 21.6453 D(x): 0.9951 D(G(z)): 0.0002 / 0.0001 [7857/10000][0/13] Loss_D: 0.0003 Loss_G: 29.2422 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [7858/10000][0/13] Loss_D: 0.0007 Loss_G: 18.5039 D(x): 0.9998 D(G(z)): 0.0005 / 0.0005 [7859/10000][0/13] Loss_D: 0.0003 Loss_G: 15.6727 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [7860/10000][0/13] Loss_D: 0.0014 Loss_G: 13.5061 D(x): 0.9994 D(G(z)): 0.0008 / 0.0006 [7861/10000][0/13] Loss_D: 0.0014 Loss_G: 17.9743 D(x): 0.9989 D(G(z)): 0.0003 / 0.0002 [7862/10000][0/13] Loss_D: 0.0003 Loss_G: 14.9125 D(x): 1.0000 D(G(z)): 0.0003 / 0.0004 [7863/10000][0/13] Loss_D: 0.2135 Loss_G: 31.3662 D(x): 0.9636 D(G(z)): 0.0000 / 0.0000 [7864/10000][0/13] Loss_D: 0.0121 Loss_G: 23.7431 D(x): 0.9993 D(G(z)): 0.0110 / 0.0018 [7865/10000][0/13] Loss_D: 0.0050 Loss_G: 9.5290 D(x): 1.0000 D(G(z)): 0.0048 / 0.0005 [7866/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8142 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [7867/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5470 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [7868/10000][0/13] Loss_D: 0.0003 Loss_G: 9.9363 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [7869/10000][0/13] Loss_D: 0.0009 Loss_G: 8.3126 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [7870/10000][0/13] Loss_D: 0.0009 Loss_G: 7.7282 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [7871/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6728 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7872/10000][0/13] Loss_D: 0.0044 Loss_G: 6.5216 D(x): 1.0000 D(G(z)): 0.0043 / 0.0026 [7873/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6146 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7874/10000][0/13] Loss_D: 0.0208 Loss_G: 6.3050 D(x): 1.0000 D(G(z)): 0.0198 / 0.0035 [7875/10000][0/13] Loss_D: 0.0001 Loss_G: 11.3138 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7876/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6707 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7877/10000][0/13] Loss_D: 0.0010 Loss_G: 9.1801 D(x): 0.9995 D(G(z)): 0.0005 / 0.0004 [7878/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7859 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [7879/10000][0/13] Loss_D: 0.0011 Loss_G: 8.2310 D(x): 0.9996 D(G(z)): 0.0008 / 0.0007 [7880/10000][0/13] Loss_D: 0.0004 Loss_G: 11.8147 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [7881/10000][0/13] Loss_D: 0.0001 Loss_G: 11.8321 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7882/10000][0/13] Loss_D: 0.0031 Loss_G: 6.9469 D(x): 1.0000 D(G(z)): 0.0030 / 0.0018 [7883/10000][0/13] Loss_D: 0.0003 Loss_G: 9.9545 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7884/10000][0/13] Loss_D: 0.0007 Loss_G: 9.5322 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [7885/10000][0/13] Loss_D: 0.0054 Loss_G: 6.9155 D(x): 1.0000 D(G(z)): 0.0053 / 0.0027 [7886/10000][0/13] Loss_D: 0.0001 Loss_G: 9.7031 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7887/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8017 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7888/10000][0/13] Loss_D: 0.0010 Loss_G: 8.4171 D(x): 0.9996 D(G(z)): 0.0005 / 0.0005 [7889/10000][0/13] Loss_D: 0.0019 Loss_G: 7.3810 D(x): 1.0000 D(G(z)): 0.0019 / 0.0014 [7890/10000][0/13] Loss_D: 0.0011 Loss_G: 7.9877 D(x): 0.9996 D(G(z)): 0.0007 / 0.0007 [7891/10000][0/13] Loss_D: 0.0573 Loss_G: 6.3715 D(x): 1.0000 D(G(z)): 0.0536 / 0.0041 [7892/10000][0/13] Loss_D: 0.0008 Loss_G: 7.7123 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [7893/10000][0/13] Loss_D: 0.0003 Loss_G: 8.6872 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7894/10000][0/13] Loss_D: 0.0040 Loss_G: 6.4655 D(x): 0.9999 D(G(z)): 0.0039 / 0.0059 [7895/10000][0/13] Loss_D: 0.0011 Loss_G: 8.0492 D(x): 0.9994 D(G(z)): 0.0005 / 0.0005 [7896/10000][0/13] Loss_D: 1.9107 Loss_G: 45.3252 D(x): 0.9517 D(G(z)): 0.1000 / 0.0001 [7897/10000][0/13] Loss_D: 0.0022 Loss_G: 40.9135 D(x): 1.0000 D(G(z)): 0.0022 / 0.0013 [7898/10000][0/13] Loss_D: 0.0012 Loss_G: 42.0433 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [7899/10000][0/13] Loss_D: 0.0006 Loss_G: 37.1690 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [7900/10000][0/13] Loss_D: 0.6518 Loss_G: 27.0380 D(x): 0.9688 D(G(z)): 0.0003 / 0.0004 [7901/10000][0/13] Loss_D: 0.0026 Loss_G: 19.5526 D(x): 1.0000 D(G(z)): 0.0026 / 0.0019 [7902/10000][0/13] Loss_D: 0.0001 Loss_G: 20.0828 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7903/10000][0/13] Loss_D: 0.0045 Loss_G: 14.1234 D(x): 0.9996 D(G(z)): 0.0041 / 0.0023 [7904/10000][0/13] Loss_D: 0.0012 Loss_G: 14.7413 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [7905/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1731 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7906/10000][0/13] Loss_D: 0.0059 Loss_G: 7.0170 D(x): 0.9999 D(G(z)): 0.0058 / 0.0044 [7907/10000][0/13] Loss_D: 0.0009 Loss_G: 9.4342 D(x): 1.0000 D(G(z)): 0.0009 / 0.0004 [7908/10000][0/13] Loss_D: 0.0013 Loss_G: 7.4436 D(x): 1.0000 D(G(z)): 0.0013 / 0.0018 [7909/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7980 D(x): 0.9998 D(G(z)): 0.0010 / 0.0007 [7910/10000][0/13] Loss_D: 1.9261 Loss_G: 31.3131 D(x): 0.9687 D(G(z)): 0.0077 / 0.0018 [7911/10000][0/13] Loss_D: 0.0024 Loss_G: 35.1427 D(x): 1.0000 D(G(z)): 0.0023 / 0.0015 [7912/10000][0/13] Loss_D: 1.9496 Loss_G: 31.2143 D(x): 0.9684 D(G(z)): 0.0001 / 0.0001 [7913/10000][0/13] Loss_D: 0.0004 Loss_G: 24.8711 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7914/10000][0/13] Loss_D: 0.0001 Loss_G: 26.1279 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [7915/10000][0/13] Loss_D: 0.0041 Loss_G: 27.4533 D(x): 0.9969 D(G(z)): 0.0009 / 0.0009 [7916/10000][0/13] Loss_D: 0.0010 Loss_G: 24.9239 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [7917/10000][0/13] Loss_D: 0.9795 Loss_G: 28.4436 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [7918/10000][0/13] Loss_D: 0.0626 Loss_G: 25.1303 D(x): 1.0000 D(G(z)): 0.0483 / 0.0034 [7919/10000][0/13] Loss_D: 0.0003 Loss_G: 16.3681 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7920/10000][0/13] Loss_D: 0.0001 Loss_G: 15.2460 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7921/10000][0/13] Loss_D: 0.0002 Loss_G: 9.0811 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7922/10000][0/13] Loss_D: 0.0002 Loss_G: 9.9536 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7923/10000][0/13] Loss_D: 0.0088 Loss_G: 6.9602 D(x): 1.0000 D(G(z)): 0.0087 / 0.0040 [7924/10000][0/13] Loss_D: 0.0006 Loss_G: 9.8826 D(x): 0.9996 D(G(z)): 0.0001 / 0.0002 [7925/10000][0/13] Loss_D: 0.0007 Loss_G: 9.2551 D(x): 1.0000 D(G(z)): 0.0007 / 0.0007 [7926/10000][0/13] Loss_D: 0.0001 Loss_G: 11.6710 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [7927/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4985 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7928/10000][0/13] Loss_D: 0.0034 Loss_G: 6.5695 D(x): 1.0000 D(G(z)): 0.0033 / 0.0037 [7929/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7465 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7930/10000][0/13] Loss_D: 0.0134 Loss_G: 7.8579 D(x): 1.0000 D(G(z)): 0.0131 / 0.0009 [7931/10000][0/13] Loss_D: 0.0000 Loss_G: 12.1845 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7932/10000][0/13] Loss_D: 0.0001 Loss_G: 10.4613 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7933/10000][0/13] Loss_D: 0.0004 Loss_G: 10.4567 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7934/10000][0/13] Loss_D: 0.0002 Loss_G: 11.0734 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7935/10000][0/13] Loss_D: 0.5788 Loss_G: 20.9073 D(x): 0.8718 D(G(z)): 0.0014 / 0.0113 [7936/10000][0/13] Loss_D: 0.0042 Loss_G: 19.5917 D(x): 1.0000 D(G(z)): 0.0041 / 0.0010 [7937/10000][0/13] Loss_D: 0.0007 Loss_G: 19.7836 D(x): 0.9998 D(G(z)): 0.0006 / 0.0004 [7938/10000][0/13] Loss_D: 0.0547 Loss_G: 18.7237 D(x): 1.0000 D(G(z)): 0.0488 / 0.0016 [7939/10000][0/13] Loss_D: 2.5039 Loss_G: 16.7613 D(x): 0.9687 D(G(z)): 0.0023 / 0.0014 [7940/10000][0/13] Loss_D: 0.0003 Loss_G: 19.1402 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7941/10000][0/13] Loss_D: 0.0003 Loss_G: 12.6050 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [7942/10000][0/13] Loss_D: 0.0005 Loss_G: 16.3763 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7943/10000][0/13] Loss_D: 0.0063 Loss_G: 17.4458 D(x): 1.0000 D(G(z)): 0.0061 / 0.0008 [7944/10000][0/13] Loss_D: 0.0009 Loss_G: 12.2616 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [7945/10000][0/13] Loss_D: 0.1241 Loss_G: 8.1873 D(x): 0.9688 D(G(z)): 0.0170 / 0.0076 [7946/10000][0/13] Loss_D: 0.0012 Loss_G: 9.4582 D(x): 0.9996 D(G(z)): 0.0008 / 0.0007 [7947/10000][0/13] Loss_D: 0.0073 Loss_G: 7.2128 D(x): 1.0000 D(G(z)): 0.0072 / 0.0031 [7948/10000][0/13] Loss_D: 2.4279 Loss_G: 10.8448 D(x): 0.9686 D(G(z)): 0.0002 / 0.0001 [7949/10000][0/13] Loss_D: 0.0031 Loss_G: 7.9763 D(x): 0.9980 D(G(z)): 0.0010 / 0.0009 [7950/10000][0/13] Loss_D: 0.0002 Loss_G: 9.9897 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7951/10000][0/13] Loss_D: 2.2311 Loss_G: 7.6456 D(x): 0.9687 D(G(z)): 0.0019 / 0.0009 [7952/10000][0/13] Loss_D: 5.0940 Loss_G: 6.0624 D(x): 0.8952 D(G(z)): 0.0012 / 0.0554 [7953/10000][0/13] Loss_D: 0.1275 Loss_G: 15.0619 D(x): 0.9691 D(G(z)): 0.0001 / 0.0001 [7954/10000][0/13] Loss_D: 0.0000 Loss_G: 12.0448 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7955/10000][0/13] Loss_D: 0.0001 Loss_G: 10.3985 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [7956/10000][0/13] Loss_D: 1.7298 Loss_G: 9.6841 D(x): 0.9687 D(G(z)): 0.0002 / 0.0002 [7957/10000][0/13] Loss_D: 0.0007 Loss_G: 8.2032 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [7958/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9567 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [7959/10000][0/13] Loss_D: 1.6344 Loss_G: 24.9943 D(x): 0.9687 D(G(z)): 0.0013 / 0.0007 [7960/10000][0/13] Loss_D: 0.0005 Loss_G: 29.4670 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [7961/10000][0/13] Loss_D: 0.0000 Loss_G: 22.7988 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7962/10000][0/13] Loss_D: 1.8650 Loss_G: 14.9560 D(x): 0.9687 D(G(z)): 0.0002 / 0.0002 [7963/10000][0/13] Loss_D: 0.0022 Loss_G: 12.3914 D(x): 0.9986 D(G(z)): 0.0009 / 0.0007 [7964/10000][0/13] Loss_D: 1.8149 Loss_G: 10.9542 D(x): 0.9687 D(G(z)): 0.0012 / 0.0014 [7965/10000][0/13] Loss_D: 0.0030 Loss_G: 9.5617 D(x): 0.9985 D(G(z)): 0.0015 / 0.0013 [7966/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8555 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [7967/10000][0/13] Loss_D: 0.0011 Loss_G: 7.4630 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [7968/10000][0/13] Loss_D: 0.0012 Loss_G: 8.1917 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [7969/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4617 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [7970/10000][0/13] Loss_D: 0.0050 Loss_G: 6.5881 D(x): 1.0000 D(G(z)): 0.0050 / 0.0023 [7971/10000][0/13] Loss_D: 0.0003 Loss_G: 8.7230 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7972/10000][0/13] Loss_D: 1.5129 Loss_G: 10.9968 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [7973/10000][0/13] Loss_D: 0.0003 Loss_G: 8.7045 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [7974/10000][0/13] Loss_D: 0.0156 Loss_G: 8.1472 D(x): 0.9884 D(G(z)): 0.0021 / 0.0016 [7975/10000][0/13] Loss_D: 0.8447 Loss_G: 24.9082 D(x): 1.0000 D(G(z)): 0.2852 / 0.0000 [7976/10000][0/13] Loss_D: 0.0004 Loss_G: 26.6443 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [7977/10000][0/13] Loss_D: 0.0009 Loss_G: 19.9788 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [7978/10000][0/13] Loss_D: 0.0032 Loss_G: 18.8937 D(x): 1.0000 D(G(z)): 0.0032 / 0.0019 [7979/10000][0/13] Loss_D: 0.0046 Loss_G: 17.4613 D(x): 1.0000 D(G(z)): 0.0046 / 0.0020 [7980/10000][0/13] Loss_D: 1.8176 Loss_G: 18.2519 D(x): 0.9686 D(G(z)): 0.0003 / 0.0002 [7981/10000][0/13] Loss_D: 0.6585 Loss_G: 36.3052 D(x): 0.9994 D(G(z)): 0.1818 / 0.0000 [7982/10000][0/13] Loss_D: 0.0000 Loss_G: 31.8212 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7983/10000][0/13] Loss_D: 0.0009 Loss_G: 34.8630 D(x): 0.9992 D(G(z)): 0.0001 / 0.0001 [7984/10000][0/13] Loss_D: 1.6419 Loss_G: 29.2691 D(x): 0.9687 D(G(z)): 0.0037 / 0.0015 [7985/10000][0/13] Loss_D: 0.0016 Loss_G: 25.0400 D(x): 0.9984 D(G(z)): 0.0000 / 0.0000 [7986/10000][0/13] Loss_D: 0.0007 Loss_G: 26.0548 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [7987/10000][0/13] Loss_D: 0.0308 Loss_G: 23.5608 D(x): 0.9773 D(G(z)): 0.0000 / 0.0000 [7988/10000][0/13] Loss_D: 1.6806 Loss_G: 18.1811 D(x): 0.9687 D(G(z)): 0.0012 / 0.0009 [7989/10000][0/13] Loss_D: 1.8808 Loss_G: 9.8048 D(x): 0.9678 D(G(z)): 0.0005 / 0.0005 [7990/10000][0/13] Loss_D: 0.0031 Loss_G: 7.0679 D(x): 1.0000 D(G(z)): 0.0031 / 0.0025 [7991/10000][0/13] Loss_D: 0.0010 Loss_G: 7.5878 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [7992/10000][0/13] Loss_D: 0.0000 Loss_G: 13.2677 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [7993/10000][0/13] Loss_D: 0.0002 Loss_G: 8.6807 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [7994/10000][0/13] Loss_D: 1.4062 Loss_G: 7.4964 D(x): 0.9687 D(G(z)): 0.0019 / 0.0011 [7995/10000][0/13] Loss_D: 0.0022 Loss_G: 7.6794 D(x): 0.9995 D(G(z)): 0.0018 / 0.0011 [7996/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1600 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [7997/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4419 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [7998/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8571 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [7999/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4897 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8000/10000][0/13] Loss_D: 0.0021 Loss_G: 7.2397 D(x): 0.9998 D(G(z)): 0.0019 / 0.0013 [8001/10000][0/13] Loss_D: 0.0005 Loss_G: 9.3555 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [8002/10000][0/13] Loss_D: 0.0013 Loss_G: 8.9581 D(x): 0.9990 D(G(z)): 0.0003 / 0.0003 [8003/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3008 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8004/10000][0/13] Loss_D: 0.0010 Loss_G: 9.7554 D(x): 0.9991 D(G(z)): 0.0001 / 0.0002 [8005/10000][0/13] Loss_D: 0.0009 Loss_G: 8.3234 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [8006/10000][0/13] Loss_D: 0.0045 Loss_G: 7.3792 D(x): 0.9997 D(G(z)): 0.0042 / 0.0074 [8007/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0442 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8008/10000][0/13] Loss_D: 1.3148 Loss_G: 9.1050 D(x): 0.9687 D(G(z)): 0.0002 / 0.0002 [8009/10000][0/13] Loss_D: 0.0009 Loss_G: 7.6256 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [8010/10000][0/13] Loss_D: 0.0006 Loss_G: 9.5986 D(x): 0.9996 D(G(z)): 0.0002 / 0.0002 [8011/10000][0/13] Loss_D: 0.0092 Loss_G: 7.7646 D(x): 0.9917 D(G(z)): 0.0007 / 0.0009 [8012/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1611 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [8013/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0773 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [8014/10000][0/13] Loss_D: 0.0064 Loss_G: 7.8454 D(x): 1.0000 D(G(z)): 0.0062 / 0.0454 [8015/10000][0/13] Loss_D: 0.0007 Loss_G: 13.8153 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [8016/10000][0/13] Loss_D: 0.0004 Loss_G: 16.1263 D(x): 0.9997 D(G(z)): 0.0002 / 0.0001 [8017/10000][0/13] Loss_D: 0.0016 Loss_G: 16.5769 D(x): 1.0000 D(G(z)): 0.0016 / 0.0010 [8018/10000][0/13] Loss_D: 0.0015 Loss_G: 17.0294 D(x): 1.0000 D(G(z)): 0.0014 / 0.0012 [8019/10000][0/13] Loss_D: 0.0007 Loss_G: 14.9849 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8020/10000][0/13] Loss_D: 0.0001 Loss_G: 16.9422 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8021/10000][0/13] Loss_D: 0.0001 Loss_G: 15.6618 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8022/10000][0/13] Loss_D: 0.0001 Loss_G: 18.0056 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8023/10000][0/13] Loss_D: 1.7660 Loss_G: 15.2350 D(x): 0.9687 D(G(z)): 0.0001 / 0.0001 [8024/10000][0/13] Loss_D: 0.0002 Loss_G: 15.9762 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8025/10000][0/13] Loss_D: 0.0012 Loss_G: 14.5722 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [8026/10000][0/13] Loss_D: 0.0003 Loss_G: 15.2404 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8027/10000][0/13] Loss_D: 0.0001 Loss_G: 16.7122 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8028/10000][0/13] Loss_D: 0.0007 Loss_G: 18.1806 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [8029/10000][0/13] Loss_D: 0.0017 Loss_G: 16.0304 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [8030/10000][0/13] Loss_D: 2.1104 Loss_G: 37.1473 D(x): 0.9122 D(G(z)): 0.0000 / 0.0000 [8031/10000][0/13] Loss_D: 0.0004 Loss_G: 25.9511 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8032/10000][0/13] Loss_D: 1.1321 Loss_G: 18.7562 D(x): 0.9687 D(G(z)): 0.0007 / 0.0005 [8033/10000][0/13] Loss_D: 0.0168 Loss_G: 20.2316 D(x): 1.0000 D(G(z)): 0.0140 / 0.0000 [8034/10000][0/13] Loss_D: 2.0743 Loss_G: 19.7791 D(x): 0.9687 D(G(z)): 0.0012 / 0.0008 [8035/10000][0/13] Loss_D: 1.7282 Loss_G: 19.0000 D(x): 0.9688 D(G(z)): 0.0001 / 0.0001 [8036/10000][0/13] Loss_D: 1.0379 Loss_G: 16.9235 D(x): 0.9688 D(G(z)): 0.0005 / 0.0004 [8037/10000][0/13] Loss_D: 0.0000 Loss_G: 20.2766 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8038/10000][0/13] Loss_D: 1.8138 Loss_G: 12.9470 D(x): 0.9687 D(G(z)): 0.0002 / 0.0001 [8039/10000][0/13] Loss_D: 0.0007 Loss_G: 12.1042 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8040/10000][0/13] Loss_D: 0.0000 Loss_G: 13.6960 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8041/10000][0/13] Loss_D: 0.0006 Loss_G: 14.3198 D(x): 0.9996 D(G(z)): 0.0002 / 0.0002 [8042/10000][0/13] Loss_D: 0.0018 Loss_G: 13.2765 D(x): 0.9984 D(G(z)): 0.0002 / 0.0001 [8043/10000][0/13] Loss_D: 0.0002 Loss_G: 22.9890 D(x): 0.9998 D(G(z)): 0.0000 / 0.0001 [8044/10000][0/13] Loss_D: 0.0003 Loss_G: 15.1893 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8045/10000][0/13] Loss_D: 0.0006 Loss_G: 14.1241 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [8046/10000][0/13] Loss_D: 0.8815 Loss_G: 13.2484 D(x): 0.9688 D(G(z)): 0.0564 / 0.0012 [8047/10000][0/13] Loss_D: 0.0007 Loss_G: 13.9702 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [8048/10000][0/13] Loss_D: 0.0004 Loss_G: 15.4651 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [8049/10000][0/13] Loss_D: 0.0030 Loss_G: 13.8372 D(x): 0.9977 D(G(z)): 0.0007 / 0.0006 [8050/10000][0/13] Loss_D: 0.0017 Loss_G: 10.3088 D(x): 0.9998 D(G(z)): 0.0015 / 0.0010 [8051/10000][0/13] Loss_D: 0.0003 Loss_G: 10.0209 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8052/10000][0/13] Loss_D: 0.0012 Loss_G: 8.8798 D(x): 0.9993 D(G(z)): 0.0005 / 0.0004 [8053/10000][0/13] Loss_D: 0.0029 Loss_G: 8.3361 D(x): 0.9983 D(G(z)): 0.0012 / 0.0010 [8054/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1670 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8055/10000][0/13] Loss_D: 0.0016 Loss_G: 15.8765 D(x): 0.9997 D(G(z)): 0.0013 / 0.0023 [8056/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7934 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8057/10000][0/13] Loss_D: 0.0004 Loss_G: 11.7249 D(x): 0.9997 D(G(z)): 0.0002 / 0.0001 [8058/10000][0/13] Loss_D: 0.0002 Loss_G: 10.4949 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8059/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7812 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [8060/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7658 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8061/10000][0/13] Loss_D: 0.0001 Loss_G: 9.1758 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8062/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5228 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8063/10000][0/13] Loss_D: 0.0005 Loss_G: 8.7080 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [8064/10000][0/13] Loss_D: 0.0005 Loss_G: 9.2162 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8065/10000][0/13] Loss_D: 0.0001 Loss_G: 10.1405 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8066/10000][0/13] Loss_D: 0.0016 Loss_G: 8.1131 D(x): 1.0000 D(G(z)): 0.0016 / 0.0010 [8067/10000][0/13] Loss_D: 0.0022 Loss_G: 7.9234 D(x): 0.9996 D(G(z)): 0.0017 / 0.0011 [8068/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6635 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [8069/10000][0/13] Loss_D: 0.0005 Loss_G: 8.8570 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [8070/10000][0/13] Loss_D: 0.0003 Loss_G: 11.1483 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8071/10000][0/13] Loss_D: 0.0002 Loss_G: 11.4478 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8072/10000][0/13] Loss_D: 0.0000 Loss_G: 12.8461 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8073/10000][0/13] Loss_D: 0.0007 Loss_G: 9.6387 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8074/10000][0/13] Loss_D: 0.0043 Loss_G: 9.4167 D(x): 0.9995 D(G(z)): 0.0038 / 0.0014 [8075/10000][0/13] Loss_D: 0.0015 Loss_G: 10.4036 D(x): 0.9993 D(G(z)): 0.0007 / 0.0007 [8076/10000][0/13] Loss_D: 0.7882 Loss_G: 17.2477 D(x): 1.0000 D(G(z)): 0.1817 / 0.0001 [8077/10000][0/13] Loss_D: 0.0154 Loss_G: 14.0915 D(x): 1.0000 D(G(z)): 0.0151 / 0.0011 [8078/10000][0/13] Loss_D: 0.0199 Loss_G: 10.9189 D(x): 1.0000 D(G(z)): 0.0193 / 0.0010 [8079/10000][0/13] Loss_D: 0.0014 Loss_G: 8.4008 D(x): 1.0000 D(G(z)): 0.0014 / 0.0008 [8080/10000][0/13] Loss_D: 0.0004 Loss_G: 13.2459 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8081/10000][0/13] Loss_D: 0.0016 Loss_G: 10.7899 D(x): 1.0000 D(G(z)): 0.0016 / 0.0009 [8082/10000][0/13] Loss_D: 0.0002 Loss_G: 34.9982 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [8083/10000][0/13] Loss_D: 0.0021 Loss_G: 27.6753 D(x): 1.0000 D(G(z)): 0.0020 / 0.0012 [8084/10000][0/13] Loss_D: 0.0019 Loss_G: 25.7562 D(x): 1.0000 D(G(z)): 0.0019 / 0.0013 [8085/10000][0/13] Loss_D: 0.0011 Loss_G: 24.5203 D(x): 0.9992 D(G(z)): 0.0003 / 0.0003 [8086/10000][0/13] Loss_D: 0.0003 Loss_G: 21.4177 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8087/10000][0/13] Loss_D: 0.0014 Loss_G: 17.4502 D(x): 1.0000 D(G(z)): 0.0014 / 0.0009 [8088/10000][0/13] Loss_D: 0.0004 Loss_G: 9.6696 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8089/10000][0/13] Loss_D: 0.0000 Loss_G: 11.0982 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8090/10000][0/13] Loss_D: 0.0006 Loss_G: 8.6378 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8091/10000][0/13] Loss_D: 0.0013 Loss_G: 10.7149 D(x): 0.9987 D(G(z)): 0.0000 / 0.0000 [8092/10000][0/13] Loss_D: 0.0017 Loss_G: 7.2049 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [8093/10000][0/13] Loss_D: 0.0078 Loss_G: 7.9101 D(x): 0.9929 D(G(z)): 0.0006 / 0.0007 [8094/10000][0/13] Loss_D: 0.0034 Loss_G: 6.8668 D(x): 1.0000 D(G(z)): 0.0034 / 0.0021 [8095/10000][0/13] Loss_D: 0.0006 Loss_G: 11.4040 D(x): 1.0000 D(G(z)): 0.0006 / 0.0003 [8096/10000][0/13] Loss_D: 0.0015 Loss_G: 9.1643 D(x): 0.9998 D(G(z)): 0.0013 / 0.0008 [8097/10000][0/13] Loss_D: 0.0006 Loss_G: 9.7185 D(x): 1.0000 D(G(z)): 0.0006 / 0.0002 [8098/10000][0/13] Loss_D: 0.0001 Loss_G: 14.1268 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [8099/10000][0/13] Loss_D: 0.0000 Loss_G: 12.9086 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8100/10000][0/13] Loss_D: 0.0004 Loss_G: 9.2574 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8101/10000][0/13] Loss_D: 0.0100 Loss_G: 11.8591 D(x): 0.9999 D(G(z)): 0.0086 / 0.0000 [8102/10000][0/13] Loss_D: 0.0004 Loss_G: 9.3296 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8103/10000][0/13] Loss_D: 0.0006 Loss_G: 9.1929 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8104/10000][0/13] Loss_D: 0.0018 Loss_G: 8.4459 D(x): 1.0000 D(G(z)): 0.0018 / 0.0012 [8105/10000][0/13] Loss_D: 2.1011 Loss_G: 19.9729 D(x): 0.4533 D(G(z)): 0.0000 / 0.0038 [8106/10000][0/13] Loss_D: 0.8626 Loss_G: 43.0443 D(x): 0.9682 D(G(z)): 0.0002 / 0.0000 [8107/10000][0/13] Loss_D: 0.0015 Loss_G: 29.5241 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [8108/10000][0/13] Loss_D: 0.0033 Loss_G: 26.8441 D(x): 0.9987 D(G(z)): 0.0020 / 0.0016 [8109/10000][0/13] Loss_D: 0.0007 Loss_G: 16.6398 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [8110/10000][0/13] Loss_D: 0.0100 Loss_G: 13.3872 D(x): 0.9999 D(G(z)): 0.0096 / 0.0037 [8111/10000][0/13] Loss_D: 0.0004 Loss_G: 11.6243 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8112/10000][0/13] Loss_D: 0.0001 Loss_G: 12.0574 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8113/10000][0/13] Loss_D: 0.0016 Loss_G: 10.1777 D(x): 0.9999 D(G(z)): 0.0015 / 0.0013 [8114/10000][0/13] Loss_D: 0.0002 Loss_G: 9.0731 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8115/10000][0/13] Loss_D: 0.0016 Loss_G: 8.0942 D(x): 0.9999 D(G(z)): 0.0015 / 0.0010 [8116/10000][0/13] Loss_D: 0.0009 Loss_G: 8.5401 D(x): 0.9999 D(G(z)): 0.0009 / 0.0005 [8117/10000][0/13] Loss_D: 0.0019 Loss_G: 7.1143 D(x): 1.0000 D(G(z)): 0.0019 / 0.0014 [8118/10000][0/13] Loss_D: 0.0004 Loss_G: 10.8091 D(x): 0.9997 D(G(z)): 0.0001 / 0.0000 [8119/10000][0/13] Loss_D: 0.0051 Loss_G: 8.2948 D(x): 0.9969 D(G(z)): 0.0019 / 0.0013 [8120/10000][0/13] Loss_D: 0.0408 Loss_G: 6.6533 D(x): 0.9994 D(G(z)): 0.0388 / 0.0025 [8121/10000][0/13] Loss_D: 0.0004 Loss_G: 9.6749 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [8122/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8728 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8123/10000][0/13] Loss_D: 0.0193 Loss_G: 6.6775 D(x): 1.0000 D(G(z)): 0.0189 / 0.0022 [8124/10000][0/13] Loss_D: 0.0057 Loss_G: 5.8180 D(x): 1.0000 D(G(z)): 0.0057 / 0.0037 [8125/10000][0/13] Loss_D: 0.0058 Loss_G: 6.1530 D(x): 0.9999 D(G(z)): 0.0057 / 0.0035 [8126/10000][0/13] Loss_D: 0.0039 Loss_G: 6.4074 D(x): 0.9999 D(G(z)): 0.0037 / 0.0022 [8127/10000][0/13] Loss_D: 0.1165 Loss_G: 9.2265 D(x): 0.9656 D(G(z)): 0.0002 / 0.0004 [8128/10000][0/13] Loss_D: 0.0002 Loss_G: 11.3362 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [8129/10000][0/13] Loss_D: 0.0015 Loss_G: 8.0756 D(x): 0.9999 D(G(z)): 0.0015 / 0.0010 [8130/10000][0/13] Loss_D: 0.0015 Loss_G: 7.6436 D(x): 1.0000 D(G(z)): 0.0015 / 0.0023 [8131/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7154 D(x): 0.9995 D(G(z)): 0.0003 / 0.0003 [8132/10000][0/13] Loss_D: 0.0017 Loss_G: 7.0670 D(x): 1.0000 D(G(z)): 0.0017 / 0.0014 [8133/10000][0/13] Loss_D: 0.0035 Loss_G: 6.3764 D(x): 1.0000 D(G(z)): 0.0035 / 0.0024 [8134/10000][0/13] Loss_D: 0.0003 Loss_G: 9.0888 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8135/10000][0/13] Loss_D: 0.0007 Loss_G: 15.3119 D(x): 0.9997 D(G(z)): 0.0004 / 0.0002 [8136/10000][0/13] Loss_D: 0.0698 Loss_G: 12.8333 D(x): 1.0000 D(G(z)): 0.0467 / 0.0010 [8137/10000][0/13] Loss_D: 0.0005 Loss_G: 12.0544 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [8138/10000][0/13] Loss_D: 0.0001 Loss_G: 15.9880 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8139/10000][0/13] Loss_D: 0.0003 Loss_G: 15.0406 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8140/10000][0/13] Loss_D: 0.0012 Loss_G: 9.6407 D(x): 0.9993 D(G(z)): 0.0005 / 0.0005 [8141/10000][0/13] Loss_D: 0.0085 Loss_G: 12.1030 D(x): 0.9997 D(G(z)): 0.0081 / 0.0022 [8142/10000][0/13] Loss_D: 0.0002 Loss_G: 12.2574 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8143/10000][0/13] Loss_D: 0.0004 Loss_G: 10.8865 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [8144/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0859 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [8145/10000][0/13] Loss_D: 0.0117 Loss_G: 25.9112 D(x): 0.9896 D(G(z)): 0.0002 / 0.0001 [8146/10000][0/13] Loss_D: 0.0008 Loss_G: 26.7569 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [8147/10000][0/13] Loss_D: 0.0126 Loss_G: 31.2440 D(x): 0.9893 D(G(z)): 0.0002 / 0.0002 [8148/10000][0/13] Loss_D: 0.0030 Loss_G: 29.3078 D(x): 0.9972 D(G(z)): 0.0001 / 0.0001 [8149/10000][0/13] Loss_D: 0.0388 Loss_G: 30.7583 D(x): 0.9782 D(G(z)): 0.0125 / 0.0015 [8150/10000][0/13] Loss_D: 0.0014 Loss_G: 26.9813 D(x): 1.0000 D(G(z)): 0.0014 / 0.0017 [8151/10000][0/13] Loss_D: 0.0004 Loss_G: 19.9987 D(x): 0.9996 D(G(z)): 0.0000 / 0.0000 [8152/10000][0/13] Loss_D: 0.0022 Loss_G: 15.6407 D(x): 0.9996 D(G(z)): 0.0018 / 0.0010 [8153/10000][0/13] Loss_D: 0.0040 Loss_G: 16.1143 D(x): 1.0000 D(G(z)): 0.0040 / 0.0018 [8154/10000][0/13] Loss_D: 0.0010 Loss_G: 14.5670 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [8155/10000][0/13] Loss_D: 0.0007 Loss_G: 13.8354 D(x): 0.9993 D(G(z)): 0.0000 / 0.0000 [8156/10000][0/13] Loss_D: 0.0077 Loss_G: 13.8314 D(x): 0.9991 D(G(z)): 0.0067 / 0.0020 [8157/10000][0/13] Loss_D: 0.0019 Loss_G: 12.4092 D(x): 1.0000 D(G(z)): 0.0019 / 0.0052 [8158/10000][0/13] Loss_D: 0.0002 Loss_G: 19.6159 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [8159/10000][0/13] Loss_D: 0.0004 Loss_G: 12.1541 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8160/10000][0/13] Loss_D: 0.0002 Loss_G: 10.6055 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8161/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6793 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8162/10000][0/13] Loss_D: 0.0006 Loss_G: 9.5292 D(x): 0.9998 D(G(z)): 0.0003 / 0.0005 [8163/10000][0/13] Loss_D: 0.0030 Loss_G: 5.8270 D(x): 1.0000 D(G(z)): 0.0030 / 0.0095 [8164/10000][0/13] Loss_D: 0.0215 Loss_G: 9.6444 D(x): 0.9825 D(G(z)): 0.0001 / 0.0002 [8165/10000][0/13] Loss_D: 0.0000 Loss_G: 12.3635 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8166/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6353 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8167/10000][0/13] Loss_D: 0.0017 Loss_G: 7.4472 D(x): 0.9996 D(G(z)): 0.0013 / 0.0011 [8168/10000][0/13] Loss_D: 0.0016 Loss_G: 8.8819 D(x): 0.9987 D(G(z)): 0.0003 / 0.0003 [8169/10000][0/13] Loss_D: 0.0008 Loss_G: 7.5999 D(x): 1.0000 D(G(z)): 0.0008 / 0.0008 [8170/10000][0/13] Loss_D: 0.0323 Loss_G: 9.8735 D(x): 0.9720 D(G(z)): 0.0003 / 0.0030 [8171/10000][0/13] Loss_D: 3.6598 Loss_G: 11.8652 D(x): 0.9995 D(G(z)): 0.0898 / 0.0314 [8172/10000][0/13] Loss_D: 0.0031 Loss_G: 20.1063 D(x): 0.9999 D(G(z)): 0.0030 / 0.0016 [8173/10000][0/13] Loss_D: 0.0004 Loss_G: 20.7168 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [8174/10000][0/13] Loss_D: 0.1879 Loss_G: 20.9385 D(x): 1.0000 D(G(z)): 0.1532 / 0.0000 [8175/10000][0/13] Loss_D: 0.0000 Loss_G: 20.8767 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8176/10000][0/13] Loss_D: 0.0002 Loss_G: 15.6406 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8177/10000][0/13] Loss_D: 0.0007 Loss_G: 12.8053 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8178/10000][0/13] Loss_D: 0.0015 Loss_G: 17.2417 D(x): 0.9999 D(G(z)): 0.0014 / 0.0009 [8179/10000][0/13] Loss_D: 0.0002 Loss_G: 15.2607 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8180/10000][0/13] Loss_D: 0.0007 Loss_G: 16.2979 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [8181/10000][0/13] Loss_D: 0.0123 Loss_G: 14.9607 D(x): 1.0000 D(G(z)): 0.0119 / 0.0015 [8182/10000][0/13] Loss_D: 0.0001 Loss_G: 13.9433 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8183/10000][0/13] Loss_D: 0.0004 Loss_G: 11.7037 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8184/10000][0/13] Loss_D: 0.0004 Loss_G: 13.1429 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [8185/10000][0/13] Loss_D: 0.0008 Loss_G: 12.4722 D(x): 0.9998 D(G(z)): 0.0007 / 0.0004 [8186/10000][0/13] Loss_D: 0.0004 Loss_G: 10.2536 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8187/10000][0/13] Loss_D: 0.0053 Loss_G: 13.6115 D(x): 0.9949 D(G(z)): 0.0000 / 0.0000 [8188/10000][0/13] Loss_D: 2.7630 Loss_G: 25.1351 D(x): 1.0000 D(G(z)): 0.3040 / 0.0000 [8189/10000][0/13] Loss_D: 0.0001 Loss_G: 21.3263 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [8190/10000][0/13] Loss_D: 0.0011 Loss_G: 17.1694 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [8191/10000][0/13] Loss_D: 0.0010 Loss_G: 16.5247 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [8192/10000][0/13] Loss_D: 0.0001 Loss_G: 11.1057 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8193/10000][0/13] Loss_D: 0.0036 Loss_G: 7.9381 D(x): 1.0000 D(G(z)): 0.0036 / 0.0010 [8194/10000][0/13] Loss_D: 0.0032 Loss_G: 7.4218 D(x): 0.9999 D(G(z)): 0.0031 / 0.0014 [8195/10000][0/13] Loss_D: 0.0004 Loss_G: 9.3597 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8196/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9416 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [8197/10000][0/13] Loss_D: 0.0102 Loss_G: 7.7284 D(x): 0.9999 D(G(z)): 0.0096 / 0.0015 [8198/10000][0/13] Loss_D: 0.0023 Loss_G: 9.7188 D(x): 0.9979 D(G(z)): 0.0001 / 0.0002 [8199/10000][0/13] Loss_D: 0.0010 Loss_G: 9.7590 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [8200/10000][0/13] Loss_D: 0.0026 Loss_G: 7.5776 D(x): 1.0000 D(G(z)): 0.0025 / 0.0018 [8201/10000][0/13] Loss_D: 0.0305 Loss_G: 16.7351 D(x): 0.9807 D(G(z)): 0.0005 / 0.0004 [8202/10000][0/13] Loss_D: 0.0002 Loss_G: 20.9465 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8203/10000][0/13] Loss_D: 0.0058 Loss_G: 32.3464 D(x): 0.9960 D(G(z)): 0.0016 / 0.0010 [8204/10000][0/13] Loss_D: 0.0006 Loss_G: 29.3985 D(x): 0.9997 D(G(z)): 0.0003 / 0.0006 [8205/10000][0/13] Loss_D: 0.0020 Loss_G: 32.0652 D(x): 1.0000 D(G(z)): 0.0020 / 0.0011 [8206/10000][0/13] Loss_D: 0.0005 Loss_G: 34.0825 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [8207/10000][0/13] Loss_D: 0.9897 Loss_G: 25.5882 D(x): 0.9687 D(G(z)): 0.0002 / 0.0002 [8208/10000][0/13] Loss_D: 0.0011 Loss_G: 25.3126 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [8209/10000][0/13] Loss_D: 0.0003 Loss_G: 27.6496 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8210/10000][0/13] Loss_D: 0.0004 Loss_G: 25.9062 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8211/10000][0/13] Loss_D: 0.0001 Loss_G: 21.8693 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8212/10000][0/13] Loss_D: 0.0009 Loss_G: 17.0246 D(x): 0.9992 D(G(z)): 0.0001 / 0.0001 [8213/10000][0/13] Loss_D: 0.0004 Loss_G: 15.8389 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8214/10000][0/13] Loss_D: 1.1664 Loss_G: 29.7605 D(x): 1.0000 D(G(z)): 0.1867 / 0.0000 [8215/10000][0/13] Loss_D: 0.0000 Loss_G: 43.4408 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8216/10000][0/13] Loss_D: 0.0039 Loss_G: 39.0506 D(x): 1.0000 D(G(z)): 0.0039 / 0.0021 [8217/10000][0/13] Loss_D: 0.0017 Loss_G: 28.7368 D(x): 1.0000 D(G(z)): 0.0017 / 0.0010 [8218/10000][0/13] Loss_D: 0.0004 Loss_G: 29.8253 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8219/10000][0/13] Loss_D: 0.0003 Loss_G: 23.6335 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8220/10000][0/13] Loss_D: 0.0007 Loss_G: 27.8483 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8221/10000][0/13] Loss_D: 0.1928 Loss_G: 32.1300 D(x): 0.9688 D(G(z)): 0.0004 / 0.0003 [8222/10000][0/13] Loss_D: 0.0010 Loss_G: 28.4497 D(x): 1.0000 D(G(z)): 0.0010 / 0.0013 [8223/10000][0/13] Loss_D: 0.0013 Loss_G: 25.5830 D(x): 1.0000 D(G(z)): 0.0013 / 0.0009 [8224/10000][0/13] Loss_D: 0.0007 Loss_G: 21.5489 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [8225/10000][0/13] Loss_D: 0.0020 Loss_G: 23.7435 D(x): 1.0000 D(G(z)): 0.0019 / 0.0011 [8226/10000][0/13] Loss_D: 0.0007 Loss_G: 20.0562 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [8227/10000][0/13] Loss_D: 0.0065 Loss_G: 14.2985 D(x): 0.9995 D(G(z)): 0.0059 / 0.0017 [8228/10000][0/13] Loss_D: 0.0833 Loss_G: 23.1505 D(x): 1.0000 D(G(z)): 0.0625 / 0.0000 [8229/10000][0/13] Loss_D: 0.0003 Loss_G: 23.3636 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [8230/10000][0/13] Loss_D: 0.0007 Loss_G: 20.0818 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8231/10000][0/13] Loss_D: 0.0965 Loss_G: 21.6088 D(x): 1.0000 D(G(z)): 0.0600 / 0.0000 [8232/10000][0/13] Loss_D: 0.0000 Loss_G: 25.7581 D(x): 1.0000 D(G(z)): 0.0000 / 0.0005 [8233/10000][0/13] Loss_D: 0.0003 Loss_G: 29.3285 D(x): 1.0000 D(G(z)): 0.0003 / 0.0001 [8234/10000][0/13] Loss_D: 0.0013 Loss_G: 23.3910 D(x): 1.0000 D(G(z)): 0.0013 / 0.0006 [8235/10000][0/13] Loss_D: 0.0002 Loss_G: 23.7381 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8236/10000][0/13] Loss_D: 0.0001 Loss_G: 24.7092 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8237/10000][0/13] Loss_D: 0.0001 Loss_G: 23.5649 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8238/10000][0/13] Loss_D: 0.0000 Loss_G: 24.6072 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8239/10000][0/13] Loss_D: 0.0003 Loss_G: 20.0910 D(x): 1.0000 D(G(z)): 0.0003 / 0.0001 [8240/10000][0/13] Loss_D: 0.0028 Loss_G: 15.4830 D(x): 0.9994 D(G(z)): 0.0022 / 0.0032 [8241/10000][0/13] Loss_D: 0.0013 Loss_G: 12.2933 D(x): 1.0000 D(G(z)): 0.0013 / 0.0008 [8242/10000][0/13] Loss_D: 0.0000 Loss_G: 12.6370 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8243/10000][0/13] Loss_D: 0.0005 Loss_G: 9.1416 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8244/10000][0/13] Loss_D: 0.0008 Loss_G: 8.7368 D(x): 0.9996 D(G(z)): 0.0005 / 0.0004 [8245/10000][0/13] Loss_D: 0.0014 Loss_G: 9.3457 D(x): 0.9989 D(G(z)): 0.0003 / 0.0003 [8246/10000][0/13] Loss_D: 0.0378 Loss_G: 7.3555 D(x): 1.0000 D(G(z)): 0.0358 / 0.0015 [8247/10000][0/13] Loss_D: 1.6856 Loss_G: 28.4375 D(x): 1.0000 D(G(z)): 0.2831 / 0.0006 [8248/10000][0/13] Loss_D: 0.0019 Loss_G: 29.8855 D(x): 1.0000 D(G(z)): 0.0019 / 0.0012 [8249/10000][0/13] Loss_D: 0.0004 Loss_G: 23.6410 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [8250/10000][0/13] Loss_D: 0.0015 Loss_G: 14.8929 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [8251/10000][0/13] Loss_D: 0.0007 Loss_G: 26.7234 D(x): 0.9999 D(G(z)): 0.0006 / 0.0004 [8252/10000][0/13] Loss_D: 0.0017 Loss_G: 24.7590 D(x): 0.9992 D(G(z)): 0.0009 / 0.0007 [8253/10000][0/13] Loss_D: 0.0009 Loss_G: 19.2270 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [8254/10000][0/13] Loss_D: 0.0007 Loss_G: 20.3633 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [8255/10000][0/13] Loss_D: 0.0028 Loss_G: 17.1195 D(x): 0.9994 D(G(z)): 0.0022 / 0.0022 [8256/10000][0/13] Loss_D: 0.0023 Loss_G: 19.7157 D(x): 0.9999 D(G(z)): 0.0022 / 0.0031 [8257/10000][0/13] Loss_D: 0.0017 Loss_G: 16.8751 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [8258/10000][0/13] Loss_D: 0.0039 Loss_G: 16.3828 D(x): 0.9990 D(G(z)): 0.0029 / 0.0023 [8259/10000][0/13] Loss_D: 0.0007 Loss_G: 14.8978 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [8260/10000][0/13] Loss_D: 0.0113 Loss_G: 12.5380 D(x): 1.0000 D(G(z)): 0.0111 / 0.0095 [8261/10000][0/13] Loss_D: 0.0030 Loss_G: 12.8288 D(x): 0.9999 D(G(z)): 0.0029 / 0.0018 [8262/10000][0/13] Loss_D: 0.0006 Loss_G: 11.3109 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8263/10000][0/13] Loss_D: 0.0006 Loss_G: 9.7544 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8264/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6544 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8265/10000][0/13] Loss_D: 0.0001 Loss_G: 11.7180 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8266/10000][0/13] Loss_D: 0.0211 Loss_G: 6.9395 D(x): 1.0000 D(G(z)): 0.0200 / 0.0020 [8267/10000][0/13] Loss_D: 0.1309 Loss_G: 17.9150 D(x): 0.9999 D(G(z)): 0.1030 / 0.0004 [8268/10000][0/13] Loss_D: 0.0097 Loss_G: 22.6563 D(x): 0.9911 D(G(z)): 0.0001 / 0.0001 [8269/10000][0/13] Loss_D: 0.0021 Loss_G: 19.7620 D(x): 0.9997 D(G(z)): 0.0018 / 0.0012 [8270/10000][0/13] Loss_D: 0.0001 Loss_G: 16.5275 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8271/10000][0/13] Loss_D: 0.0027 Loss_G: 16.9773 D(x): 1.0000 D(G(z)): 0.0026 / 0.0017 [8272/10000][0/13] Loss_D: 0.0005 Loss_G: 17.1265 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [8273/10000][0/13] Loss_D: 0.0020 Loss_G: 26.5574 D(x): 0.9999 D(G(z)): 0.0019 / 0.0011 [8274/10000][0/13] Loss_D: 0.0015 Loss_G: 21.1202 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [8275/10000][0/13] Loss_D: 0.0009 Loss_G: 19.0113 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [8276/10000][0/13] Loss_D: 0.0013 Loss_G: 18.4374 D(x): 1.0000 D(G(z)): 0.0013 / 0.0011 [8277/10000][0/13] Loss_D: 0.0009 Loss_G: 15.6832 D(x): 0.9997 D(G(z)): 0.0006 / 0.0005 [8278/10000][0/13] Loss_D: 0.0068 Loss_G: 12.6262 D(x): 0.9999 D(G(z)): 0.0066 / 0.0018 [8279/10000][0/13] Loss_D: 0.0003 Loss_G: 10.2163 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8280/10000][0/13] Loss_D: 0.0004 Loss_G: 9.5201 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [8281/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3962 D(x): 1.0000 D(G(z)): 0.0002 / 0.0003 [8282/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3207 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [8283/10000][0/13] Loss_D: 0.0004 Loss_G: 9.0815 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [8284/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5484 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8285/10000][0/13] Loss_D: 0.0001 Loss_G: 11.3108 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [8286/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6830 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [8287/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7946 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8288/10000][0/13] Loss_D: 0.0006 Loss_G: 9.3680 D(x): 0.9996 D(G(z)): 0.0002 / 0.0002 [8289/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2990 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8290/10000][0/13] Loss_D: 0.0001 Loss_G: 9.6125 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8291/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9638 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [8292/10000][0/13] Loss_D: 0.0031 Loss_G: 8.5981 D(x): 0.9972 D(G(z)): 0.0003 / 0.0003 [8293/10000][0/13] Loss_D: 0.0022 Loss_G: 7.0376 D(x): 1.0000 D(G(z)): 0.0022 / 0.0014 [8294/10000][0/13] Loss_D: 0.0002 Loss_G: 9.1114 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8295/10000][0/13] Loss_D: 0.0005 Loss_G: 10.5881 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [8296/10000][0/13] Loss_D: 0.0128 Loss_G: 42.3287 D(x): 0.9894 D(G(z)): 0.0000 / 0.0000 [8297/10000][0/13] Loss_D: 0.0001 Loss_G: 40.1625 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8298/10000][0/13] Loss_D: 0.0025 Loss_G: 26.6255 D(x): 1.0000 D(G(z)): 0.0025 / 0.0015 [8299/10000][0/13] Loss_D: 0.0005 Loss_G: 27.8841 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8300/10000][0/13] Loss_D: 0.0007 Loss_G: 25.6922 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [8301/10000][0/13] Loss_D: 0.0001 Loss_G: 24.6580 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8302/10000][0/13] Loss_D: 0.0001 Loss_G: 23.8095 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8303/10000][0/13] Loss_D: 0.0005 Loss_G: 23.6830 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8304/10000][0/13] Loss_D: 0.0003 Loss_G: 23.4441 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8305/10000][0/13] Loss_D: 0.0000 Loss_G: 22.2191 D(x): 1.0000 D(G(z)): 0.0000 / 0.0001 [8306/10000][0/13] Loss_D: 0.0014 Loss_G: 17.0030 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [8307/10000][0/13] Loss_D: 0.0032 Loss_G: 17.0870 D(x): 1.0000 D(G(z)): 0.0031 / 0.0019 [8308/10000][0/13] Loss_D: 0.0058 Loss_G: 9.8162 D(x): 1.0000 D(G(z)): 0.0057 / 0.0008 [8309/10000][0/13] Loss_D: 0.0037 Loss_G: 7.5586 D(x): 0.9999 D(G(z)): 0.0036 / 0.0050 [8310/10000][0/13] Loss_D: 0.0129 Loss_G: 7.0254 D(x): 1.0000 D(G(z)): 0.0126 / 0.0021 [8311/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6260 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8312/10000][0/13] Loss_D: 0.0013 Loss_G: 8.0928 D(x): 0.9999 D(G(z)): 0.0012 / 0.0008 [8313/10000][0/13] Loss_D: 0.0002 Loss_G: 10.3390 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8314/10000][0/13] Loss_D: 0.0001 Loss_G: 9.4475 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8315/10000][0/13] Loss_D: 0.0015 Loss_G: 7.4898 D(x): 0.9999 D(G(z)): 0.0014 / 0.0010 [8316/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5710 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8317/10000][0/13] Loss_D: 0.0009 Loss_G: 7.6638 D(x): 1.0000 D(G(z)): 0.0009 / 0.0009 [8318/10000][0/13] Loss_D: 0.0010 Loss_G: 7.7263 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [8319/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5342 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8320/10000][0/13] Loss_D: 0.0011 Loss_G: 7.7396 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [8321/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5930 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8322/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9510 D(x): 0.9996 D(G(z)): 0.0003 / 0.0003 [8323/10000][0/13] Loss_D: 0.0061 Loss_G: 6.1263 D(x): 1.0000 D(G(z)): 0.0061 / 0.0028 [8324/10000][0/13] Loss_D: 0.0060 Loss_G: 8.4831 D(x): 0.9945 D(G(z)): 0.0003 / 0.0004 [8325/10000][0/13] Loss_D: 0.0015 Loss_G: 7.8693 D(x): 1.0000 D(G(z)): 0.0015 / 0.0007 [8326/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6785 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [8327/10000][0/13] Loss_D: 0.0004 Loss_G: 10.7997 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [8328/10000][0/13] Loss_D: 0.0013 Loss_G: 8.3007 D(x): 1.0000 D(G(z)): 0.0013 / 0.0008 [8329/10000][0/13] Loss_D: 0.0021 Loss_G: 6.9662 D(x): 0.9998 D(G(z)): 0.0019 / 0.0014 [8330/10000][0/13] Loss_D: 0.0012 Loss_G: 7.6068 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [8331/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3281 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [8332/10000][0/13] Loss_D: 0.0011 Loss_G: 8.0314 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [8333/10000][0/13] Loss_D: 0.0010 Loss_G: 8.2066 D(x): 0.9997 D(G(z)): 0.0006 / 0.0007 [8334/10000][0/13] Loss_D: 0.0015 Loss_G: 7.2015 D(x): 0.9999 D(G(z)): 0.0013 / 0.0012 [8335/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3869 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8336/10000][0/13] Loss_D: 0.0021 Loss_G: 7.7732 D(x): 0.9993 D(G(z)): 0.0014 / 0.0010 [8337/10000][0/13] Loss_D: 1.1804 Loss_G: 23.8408 D(x): 1.0000 D(G(z)): 0.1846 / 0.0000 [8338/10000][0/13] Loss_D: 0.0069 Loss_G: 47.0142 D(x): 1.0000 D(G(z)): 0.0065 / 0.0028 [8339/10000][0/13] Loss_D: 0.0001 Loss_G: 39.0958 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8340/10000][0/13] Loss_D: 0.0034 Loss_G: 25.5141 D(x): 1.0000 D(G(z)): 0.0034 / 0.0009 [8341/10000][0/13] Loss_D: 0.0055 Loss_G: 16.0277 D(x): 0.9997 D(G(z)): 0.0051 / 0.0019 [8342/10000][0/13] Loss_D: 0.0043 Loss_G: 11.4161 D(x): 1.0000 D(G(z)): 0.0043 / 0.0016 [8343/10000][0/13] Loss_D: 0.0016 Loss_G: 9.3188 D(x): 1.0000 D(G(z)): 0.0016 / 0.0007 [8344/10000][0/13] Loss_D: 0.0014 Loss_G: 10.6222 D(x): 0.9999 D(G(z)): 0.0014 / 0.0007 [8345/10000][0/13] Loss_D: 0.0041 Loss_G: 8.2577 D(x): 1.0000 D(G(z)): 0.0040 / 0.0017 [8346/10000][0/13] Loss_D: 0.0001 Loss_G: 14.0436 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8347/10000][0/13] Loss_D: 0.0037 Loss_G: 8.0487 D(x): 0.9994 D(G(z)): 0.0031 / 0.0017 [8348/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6047 D(x): 1.0000 D(G(z)): 0.0011 / 0.0010 [8349/10000][0/13] Loss_D: 0.0003 Loss_G: 11.0905 D(x): 1.0000 D(G(z)): 0.0003 / 0.0004 [8350/10000][0/13] Loss_D: 0.0029 Loss_G: 7.5135 D(x): 0.9999 D(G(z)): 0.0029 / 0.0019 [8351/10000][0/13] Loss_D: 0.0007 Loss_G: 8.5403 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8352/10000][0/13] Loss_D: 0.0027 Loss_G: 7.1683 D(x): 1.0000 D(G(z)): 0.0027 / 0.0018 [8353/10000][0/13] Loss_D: 0.0013 Loss_G: 7.9231 D(x): 0.9999 D(G(z)): 0.0012 / 0.0010 [8354/10000][0/13] Loss_D: 0.0038 Loss_G: 6.9943 D(x): 0.9998 D(G(z)): 0.0036 / 0.0023 [8355/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2833 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [8356/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3433 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [8357/10000][0/13] Loss_D: 0.0226 Loss_G: 9.5707 D(x): 0.9792 D(G(z)): 0.0001 / 0.0002 [8358/10000][0/13] Loss_D: 0.0021 Loss_G: 14.9444 D(x): 0.9982 D(G(z)): 0.0003 / 0.0002 [8359/10000][0/13] Loss_D: 0.0007 Loss_G: 9.0178 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [8360/10000][0/13] Loss_D: 0.0020 Loss_G: 8.1035 D(x): 1.0000 D(G(z)): 0.0019 / 0.0010 [8361/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0951 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [8362/10000][0/13] Loss_D: 0.0009 Loss_G: 8.1183 D(x): 0.9999 D(G(z)): 0.0008 / 0.0008 [8363/10000][0/13] Loss_D: 0.0004 Loss_G: 8.5327 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8364/10000][0/13] Loss_D: 0.0002 Loss_G: 10.3445 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [8365/10000][0/13] Loss_D: 0.0019 Loss_G: 8.8035 D(x): 1.0000 D(G(z)): 0.0019 / 0.0019 [8366/10000][0/13] Loss_D: 0.0004 Loss_G: 9.1860 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8367/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4369 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8368/10000][0/13] Loss_D: 0.0129 Loss_G: 11.5169 D(x): 0.9889 D(G(z)): 0.0000 / 0.0001 [8369/10000][0/13] Loss_D: 0.0000 Loss_G: 12.4292 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8370/10000][0/13] Loss_D: 0.0034 Loss_G: 9.4251 D(x): 0.9970 D(G(z)): 0.0003 / 0.0003 [8371/10000][0/13] Loss_D: 0.0005 Loss_G: 9.0344 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [8372/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6287 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8373/10000][0/13] Loss_D: 0.0536 Loss_G: 8.6678 D(x): 0.9998 D(G(z)): 0.0408 / 0.0005 [8374/10000][0/13] Loss_D: 0.0002 Loss_G: 10.8940 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8375/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7733 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8376/10000][0/13] Loss_D: 0.0028 Loss_G: 6.8726 D(x): 1.0000 D(G(z)): 0.0027 / 0.0020 [8377/10000][0/13] Loss_D: 0.0032 Loss_G: 7.5882 D(x): 1.0000 D(G(z)): 0.0032 / 0.0018 [8378/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2540 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8379/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7495 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8380/10000][0/13] Loss_D: 0.0001 Loss_G: 11.6397 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8381/10000][0/13] Loss_D: 0.0010 Loss_G: 8.3003 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [8382/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3959 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [8383/10000][0/13] Loss_D: 0.0019 Loss_G: 7.4315 D(x): 1.0000 D(G(z)): 0.0019 / 0.0018 [8384/10000][0/13] Loss_D: 0.0023 Loss_G: 7.3165 D(x): 0.9996 D(G(z)): 0.0019 / 0.0017 [8385/10000][0/13] Loss_D: 0.0008 Loss_G: 8.5952 D(x): 0.9998 D(G(z)): 0.0006 / 0.0005 [8386/10000][0/13] Loss_D: 0.0010 Loss_G: 11.7971 D(x): 0.9990 D(G(z)): 0.0000 / 0.0000 [8387/10000][0/13] Loss_D: 0.0003 Loss_G: 8.8547 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8388/10000][0/13] Loss_D: 0.0012 Loss_G: 7.6313 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [8389/10000][0/13] Loss_D: 0.0010 Loss_G: 7.7130 D(x): 1.0000 D(G(z)): 0.0010 / 0.0010 [8390/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4929 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8391/10000][0/13] Loss_D: 0.0005 Loss_G: 9.0377 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [8392/10000][0/13] Loss_D: 0.0020 Loss_G: 7.1800 D(x): 1.0000 D(G(z)): 0.0019 / 0.0017 [8393/10000][0/13] Loss_D: 0.0760 Loss_G: 5.7523 D(x): 0.9559 D(G(z)): 0.0005 / 0.0975 [8394/10000][0/13] Loss_D: 0.1527 Loss_G: 15.3693 D(x): 1.0000 D(G(z)): 0.1214 / 0.0036 [8395/10000][0/13] Loss_D: 0.0001 Loss_G: 23.2902 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8396/10000][0/13] Loss_D: 0.0013 Loss_G: 15.4927 D(x): 1.0000 D(G(z)): 0.0013 / 0.0009 [8397/10000][0/13] Loss_D: 0.0003 Loss_G: 17.0249 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8398/10000][0/13] Loss_D: 0.0004 Loss_G: 18.5231 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8399/10000][0/13] Loss_D: 0.0128 Loss_G: 14.0976 D(x): 0.9999 D(G(z)): 0.0118 / 0.0021 [8400/10000][0/13] Loss_D: 0.0018 Loss_G: 11.7847 D(x): 1.0000 D(G(z)): 0.0018 / 0.0041 [8401/10000][0/13] Loss_D: 0.0006 Loss_G: 13.1067 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [8402/10000][0/13] Loss_D: 0.0002 Loss_G: 16.2550 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [8403/10000][0/13] Loss_D: 0.0002 Loss_G: 19.5264 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8404/10000][0/13] Loss_D: 0.0003 Loss_G: 20.2284 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8405/10000][0/13] Loss_D: 0.0002 Loss_G: 15.1076 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8406/10000][0/13] Loss_D: 0.0023 Loss_G: 12.4026 D(x): 1.0000 D(G(z)): 0.0022 / 0.0014 [8407/10000][0/13] Loss_D: 0.0002 Loss_G: 13.4437 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8408/10000][0/13] Loss_D: 0.0010 Loss_G: 9.9949 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [8409/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6047 D(x): 0.9998 D(G(z)): 0.0006 / 0.0006 [8410/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8331 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [8411/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7843 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8412/10000][0/13] Loss_D: 0.0006 Loss_G: 9.4311 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8413/10000][0/13] Loss_D: 0.0018 Loss_G: 7.5177 D(x): 1.0000 D(G(z)): 0.0018 / 0.0012 [8414/10000][0/13] Loss_D: 0.0001 Loss_G: 12.1892 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [8415/10000][0/13] Loss_D: 0.0011 Loss_G: 7.8644 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [8416/10000][0/13] Loss_D: 0.0252 Loss_G: 10.0004 D(x): 0.9828 D(G(z)): 0.0002 / 0.0002 [8417/10000][0/13] Loss_D: 0.0008 Loss_G: 8.3452 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [8418/10000][0/13] Loss_D: 0.0000 Loss_G: 12.1384 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8419/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4869 D(x): 0.9999 D(G(z)): 0.0005 / 0.0005 [8420/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3545 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8421/10000][0/13] Loss_D: 0.0000 Loss_G: 11.7221 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8422/10000][0/13] Loss_D: 0.0002 Loss_G: 9.9434 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8423/10000][0/13] Loss_D: 0.0028 Loss_G: 7.4188 D(x): 1.0000 D(G(z)): 0.0028 / 0.0017 [8424/10000][0/13] Loss_D: 0.0017 Loss_G: 7.4071 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [8425/10000][0/13] Loss_D: 0.0002 Loss_G: 11.2807 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [8426/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6081 D(x): 0.9997 D(G(z)): 0.0005 / 0.0005 [8427/10000][0/13] Loss_D: 0.0039 Loss_G: 7.3781 D(x): 0.9998 D(G(z)): 0.0037 / 0.0018 [8428/10000][0/13] Loss_D: 0.0009 Loss_G: 9.2904 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [8429/10000][0/13] Loss_D: 0.0003 Loss_G: 10.0518 D(x): 0.9998 D(G(z)): 0.0002 / 0.0001 [8430/10000][0/13] Loss_D: 0.0059 Loss_G: 5.5250 D(x): 0.9993 D(G(z)): 0.0051 / 0.0127 [8431/10000][0/13] Loss_D: 0.0002 Loss_G: 12.2921 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8432/10000][0/13] Loss_D: 0.0001 Loss_G: 10.4686 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8433/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5782 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [8434/10000][0/13] Loss_D: 0.0010 Loss_G: 8.2449 D(x): 0.9997 D(G(z)): 0.0007 / 0.0006 [8435/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4360 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8436/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4428 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [8437/10000][0/13] Loss_D: 0.0001 Loss_G: 10.1599 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8438/10000][0/13] Loss_D: 0.0206 Loss_G: 6.1507 D(x): 0.9821 D(G(z)): 0.0015 / 0.0064 [8439/10000][0/13] Loss_D: 0.0030 Loss_G: 9.8839 D(x): 0.9973 D(G(z)): 0.0002 / 0.0003 [8440/10000][0/13] Loss_D: 0.0003 Loss_G: 10.3220 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8441/10000][0/13] Loss_D: 0.0003 Loss_G: 10.3741 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8442/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5311 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8443/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5933 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8444/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5675 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8445/10000][0/13] Loss_D: 0.0012 Loss_G: 7.7422 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [8446/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6830 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8447/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8714 D(x): 0.9995 D(G(z)): 0.0004 / 0.0004 [8448/10000][0/13] Loss_D: 0.0013 Loss_G: 9.1237 D(x): 0.9998 D(G(z)): 0.0011 / 0.0007 [8449/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3847 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8450/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4438 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8451/10000][0/13] Loss_D: 1.7937 Loss_G: 20.4780 D(x): 0.9998 D(G(z)): 0.1583 / 0.0011 [8452/10000][0/13] Loss_D: 1.6922 Loss_G: 29.4418 D(x): 0.9687 D(G(z)): 0.0064 / 0.0008 [8453/10000][0/13] Loss_D: 0.0006 Loss_G: 29.1004 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [8454/10000][0/13] Loss_D: 0.0025 Loss_G: 24.9002 D(x): 1.0000 D(G(z)): 0.0024 / 0.0009 [8455/10000][0/13] Loss_D: 0.0001 Loss_G: 21.8325 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8456/10000][0/13] Loss_D: 0.0004 Loss_G: 15.2245 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8457/10000][0/13] Loss_D: 0.1768 Loss_G: 26.3631 D(x): 1.0000 D(G(z)): 0.1438 / 0.0000 [8458/10000][0/13] Loss_D: 0.0000 Loss_G: 15.1553 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8459/10000][0/13] Loss_D: 0.0003 Loss_G: 12.5332 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8460/10000][0/13] Loss_D: 0.0023 Loss_G: 10.8578 D(x): 0.9985 D(G(z)): 0.0008 / 0.0005 [8461/10000][0/13] Loss_D: 0.0001 Loss_G: 12.9338 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8462/10000][0/13] Loss_D: 0.0018 Loss_G: 9.3630 D(x): 1.0000 D(G(z)): 0.0017 / 0.0009 [8463/10000][0/13] Loss_D: 0.0005 Loss_G: 8.7039 D(x): 0.9999 D(G(z)): 0.0004 / 0.0005 [8464/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8946 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8465/10000][0/13] Loss_D: 0.5446 Loss_G: 26.1869 D(x): 1.0000 D(G(z)): 0.2583 / 0.0000 [8466/10000][0/13] Loss_D: 0.0001 Loss_G: 22.5357 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8467/10000][0/13] Loss_D: 0.0070 Loss_G: 23.7754 D(x): 1.0000 D(G(z)): 0.0068 / 0.0010 [8468/10000][0/13] Loss_D: 0.0001 Loss_G: 22.0877 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8469/10000][0/13] Loss_D: 0.2404 Loss_G: 24.1363 D(x): 0.9658 D(G(z)): 0.0000 / 0.0003 [8470/10000][0/13] Loss_D: 0.0002 Loss_G: 16.4653 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [8471/10000][0/13] Loss_D: 0.0010 Loss_G: 16.3620 D(x): 0.9993 D(G(z)): 0.0003 / 0.0004 [8472/10000][0/13] Loss_D: 0.0138 Loss_G: 11.0848 D(x): 1.0000 D(G(z)): 0.0135 / 0.0113 [8473/10000][0/13] Loss_D: 0.0644 Loss_G: 23.1632 D(x): 1.0000 D(G(z)): 0.0452 / 0.0000 [8474/10000][0/13] Loss_D: 0.0005 Loss_G: 13.7544 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [8475/10000][0/13] Loss_D: 0.0000 Loss_G: 22.4148 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8476/10000][0/13] Loss_D: 0.0038 Loss_G: 16.1842 D(x): 0.9997 D(G(z)): 0.0034 / 0.0018 [8477/10000][0/13] Loss_D: 0.0007 Loss_G: 12.0274 D(x): 1.0000 D(G(z)): 0.0007 / 0.0009 [8478/10000][0/13] Loss_D: 0.0005 Loss_G: 13.9850 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [8479/10000][0/13] Loss_D: 1.3082 Loss_G: 30.3462 D(x): 0.9657 D(G(z)): 0.0000 / 0.0000 [8480/10000][0/13] Loss_D: 0.0029 Loss_G: 33.0228 D(x): 0.9976 D(G(z)): 0.0005 / 0.0004 [8481/10000][0/13] Loss_D: 0.0036 Loss_G: 18.6513 D(x): 0.9999 D(G(z)): 0.0035 / 0.0016 [8482/10000][0/13] Loss_D: 0.0103 Loss_G: 18.7019 D(x): 1.0000 D(G(z)): 0.0100 / 0.0022 [8483/10000][0/13] Loss_D: 0.0014 Loss_G: 17.8230 D(x): 1.0000 D(G(z)): 0.0014 / 0.0012 [8484/10000][0/13] Loss_D: 0.0178 Loss_G: 12.3796 D(x): 1.0000 D(G(z)): 0.0166 / 0.0077 [8485/10000][0/13] Loss_D: 0.0002 Loss_G: 13.2849 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8486/10000][0/13] Loss_D: 0.0009 Loss_G: 12.9848 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [8487/10000][0/13] Loss_D: 0.0002 Loss_G: 11.0241 D(x): 1.0000 D(G(z)): 0.0002 / 0.0003 [8488/10000][0/13] Loss_D: 0.0017 Loss_G: 11.1802 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [8489/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2222 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8490/10000][0/13] Loss_D: 0.0001 Loss_G: 10.0999 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8491/10000][0/13] Loss_D: 0.0005 Loss_G: 9.0536 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [8492/10000][0/13] Loss_D: 0.0003 Loss_G: 11.7792 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8493/10000][0/13] Loss_D: 0.0261 Loss_G: 10.9235 D(x): 1.0000 D(G(z)): 0.0214 / 0.0002 [8494/10000][0/13] Loss_D: 0.0716 Loss_G: 8.6321 D(x): 0.9597 D(G(z)): 0.0005 / 0.0046 [8495/10000][0/13] Loss_D: 0.0002 Loss_G: 10.3768 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8496/10000][0/13] Loss_D: 0.0002 Loss_G: 12.1499 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [8497/10000][0/13] Loss_D: 0.0038 Loss_G: 6.3723 D(x): 0.9999 D(G(z)): 0.0037 / 0.0039 [8498/10000][0/13] Loss_D: 0.0001 Loss_G: 11.3107 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [8499/10000][0/13] Loss_D: 0.0000 Loss_G: 23.5960 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8500/10000][0/13] Loss_D: 0.0000 Loss_G: 20.8770 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8501/10000][0/13] Loss_D: 0.0001 Loss_G: 18.9251 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8502/10000][0/13] Loss_D: 0.0006 Loss_G: 15.4208 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8503/10000][0/13] Loss_D: 0.0200 Loss_G: 24.9401 D(x): 1.0000 D(G(z)): 0.0185 / 0.0014 [8504/10000][0/13] Loss_D: 0.3125 Loss_G: 14.8791 D(x): 0.9687 D(G(z)): 0.0040 / 0.0026 [8505/10000][0/13] Loss_D: 0.0019 Loss_G: 16.1659 D(x): 1.0000 D(G(z)): 0.0019 / 0.0012 [8506/10000][0/13] Loss_D: 0.0001 Loss_G: 17.3517 D(x): 0.9999 D(G(z)): 0.0001 / 0.0000 [8507/10000][0/13] Loss_D: 0.0000 Loss_G: 12.9723 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8508/10000][0/13] Loss_D: 0.2351 Loss_G: 17.7823 D(x): 1.0000 D(G(z)): 0.1087 / 0.0000 [8509/10000][0/13] Loss_D: 0.0688 Loss_G: 14.7738 D(x): 0.9723 D(G(z)): 0.0010 / 0.0012 [8510/10000][0/13] Loss_D: 0.0015 Loss_G: 13.4721 D(x): 1.0000 D(G(z)): 0.0015 / 0.0010 [8511/10000][0/13] Loss_D: 0.0007 Loss_G: 10.1254 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8512/10000][0/13] Loss_D: 0.0016 Loss_G: 10.8234 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [8513/10000][0/13] Loss_D: 0.0016 Loss_G: 10.5230 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [8514/10000][0/13] Loss_D: 0.1750 Loss_G: 34.2304 D(x): 0.9672 D(G(z)): 0.0000 / 0.0000 [8515/10000][0/13] Loss_D: 0.0060 Loss_G: 24.8332 D(x): 1.0000 D(G(z)): 0.0057 / 0.0013 [8516/10000][0/13] Loss_D: 0.0000 Loss_G: 24.1024 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8517/10000][0/13] Loss_D: 0.0002 Loss_G: 18.3861 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8518/10000][0/13] Loss_D: 0.0021 Loss_G: 19.3454 D(x): 1.0000 D(G(z)): 0.0021 / 0.0012 [8519/10000][0/13] Loss_D: 0.0038 Loss_G: 16.8547 D(x): 1.0000 D(G(z)): 0.0037 / 0.0015 [8520/10000][0/13] Loss_D: 0.0000 Loss_G: 24.6748 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8521/10000][0/13] Loss_D: 0.0010 Loss_G: 16.2561 D(x): 0.9993 D(G(z)): 0.0003 / 0.0004 [8522/10000][0/13] Loss_D: 0.0003 Loss_G: 15.4038 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8523/10000][0/13] Loss_D: 0.0004 Loss_G: 16.8912 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8524/10000][0/13] Loss_D: 0.0041 Loss_G: 14.8432 D(x): 0.9996 D(G(z)): 0.0037 / 0.0023 [8525/10000][0/13] Loss_D: 0.0007 Loss_G: 14.9699 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [8526/10000][0/13] Loss_D: 0.0022 Loss_G: 13.8167 D(x): 1.0000 D(G(z)): 0.0022 / 0.0014 [8527/10000][0/13] Loss_D: 0.0003 Loss_G: 9.9149 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8528/10000][0/13] Loss_D: 0.0006 Loss_G: 10.2392 D(x): 0.9995 D(G(z)): 0.0001 / 0.0001 [8529/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4218 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8530/10000][0/13] Loss_D: 0.0017 Loss_G: 7.1295 D(x): 0.9998 D(G(z)): 0.0015 / 0.0013 [8531/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2692 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [8532/10000][0/13] Loss_D: 0.0005 Loss_G: 7.8873 D(x): 0.9999 D(G(z)): 0.0004 / 0.0007 [8533/10000][0/13] Loss_D: 0.0005 Loss_G: 9.0675 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [8534/10000][0/13] Loss_D: 0.0008 Loss_G: 8.3166 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [8535/10000][0/13] Loss_D: 0.0029 Loss_G: 7.0759 D(x): 0.9999 D(G(z)): 0.0029 / 0.0018 [8536/10000][0/13] Loss_D: 0.0029 Loss_G: 7.1482 D(x): 1.0000 D(G(z)): 0.0028 / 0.0017 [8537/10000][0/13] Loss_D: 0.0012 Loss_G: 10.7403 D(x): 0.9988 D(G(z)): 0.0001 / 0.0001 [8538/10000][0/13] Loss_D: 0.4964 Loss_G: 21.9658 D(x): 1.0000 D(G(z)): 0.2369 / 0.0000 [8539/10000][0/13] Loss_D: 0.0019 Loss_G: 24.9844 D(x): 0.9998 D(G(z)): 0.0017 / 0.0010 [8540/10000][0/13] Loss_D: 0.0003 Loss_G: 22.7302 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8541/10000][0/13] Loss_D: 0.0005 Loss_G: 19.3695 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [8542/10000][0/13] Loss_D: 0.0058 Loss_G: 22.2883 D(x): 0.9962 D(G(z)): 0.0019 / 0.0017 [8543/10000][0/13] Loss_D: 0.0004 Loss_G: 30.6605 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8544/10000][0/13] Loss_D: 0.0016 Loss_G: 23.0277 D(x): 1.0000 D(G(z)): 0.0016 / 0.0011 [8545/10000][0/13] Loss_D: 0.0030 Loss_G: 20.3275 D(x): 0.9972 D(G(z)): 0.0001 / 0.0001 [8546/10000][0/13] Loss_D: 0.0006 Loss_G: 16.6846 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8547/10000][0/13] Loss_D: 0.0028 Loss_G: 16.0680 D(x): 1.0000 D(G(z)): 0.0028 / 0.0016 [8548/10000][0/13] Loss_D: 0.0002 Loss_G: 15.5692 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8549/10000][0/13] Loss_D: 0.0020 Loss_G: 14.7396 D(x): 1.0000 D(G(z)): 0.0020 / 0.0008 [8550/10000][0/13] Loss_D: 0.0012 Loss_G: 18.1112 D(x): 0.9990 D(G(z)): 0.0002 / 0.0002 [8551/10000][0/13] Loss_D: 0.0005 Loss_G: 12.1833 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [8552/10000][0/13] Loss_D: 0.0008 Loss_G: 10.7595 D(x): 0.9999 D(G(z)): 0.0007 / 0.0005 [8553/10000][0/13] Loss_D: 0.0125 Loss_G: 12.2910 D(x): 0.9885 D(G(z)): 0.0001 / 0.0003 [8554/10000][0/13] Loss_D: 0.0026 Loss_G: 10.0601 D(x): 1.0000 D(G(z)): 0.0025 / 0.0019 [8555/10000][0/13] Loss_D: 0.0000 Loss_G: 15.7680 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8556/10000][0/13] Loss_D: 0.0001 Loss_G: 11.3405 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8557/10000][0/13] Loss_D: 0.0007 Loss_G: 10.0802 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [8558/10000][0/13] Loss_D: 0.0007 Loss_G: 9.0179 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8559/10000][0/13] Loss_D: 0.0006 Loss_G: 10.3693 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8560/10000][0/13] Loss_D: 0.0001 Loss_G: 11.5012 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8561/10000][0/13] Loss_D: 0.0005 Loss_G: 10.5046 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [8562/10000][0/13] Loss_D: 0.0002 Loss_G: 10.7539 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8563/10000][0/13] Loss_D: 0.0461 Loss_G: 9.5790 D(x): 1.0000 D(G(z)): 0.0415 / 0.0035 [8564/10000][0/13] Loss_D: 0.0001 Loss_G: 11.2510 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8565/10000][0/13] Loss_D: 0.0001 Loss_G: 13.6943 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [8566/10000][0/13] Loss_D: 0.0004 Loss_G: 11.2095 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8567/10000][0/13] Loss_D: 0.0000 Loss_G: 12.0517 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8568/10000][0/13] Loss_D: 0.0002 Loss_G: 11.9289 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8569/10000][0/13] Loss_D: 0.0001 Loss_G: 13.9217 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [8570/10000][0/13] Loss_D: 0.0098 Loss_G: 11.7897 D(x): 1.0000 D(G(z)): 0.0085 / 0.0001 [8571/10000][0/13] Loss_D: 0.0011 Loss_G: 8.8710 D(x): 1.0000 D(G(z)): 0.0011 / 0.0018 [8572/10000][0/13] Loss_D: 0.0002 Loss_G: 12.0257 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8573/10000][0/13] Loss_D: 0.0036 Loss_G: 10.5059 D(x): 1.0000 D(G(z)): 0.0036 / 0.0016 [8574/10000][0/13] Loss_D: 0.0047 Loss_G: 9.6058 D(x): 0.9957 D(G(z)): 0.0002 / 0.0002 [8575/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7977 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8576/10000][0/13] Loss_D: 0.0001 Loss_G: 10.8106 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8577/10000][0/13] Loss_D: 0.0008 Loss_G: 9.6924 D(x): 0.9999 D(G(z)): 0.0007 / 0.0007 [8578/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2699 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [8579/10000][0/13] Loss_D: 0.0011 Loss_G: 7.9102 D(x): 0.9999 D(G(z)): 0.0009 / 0.0008 [8580/10000][0/13] Loss_D: 0.0003 Loss_G: 10.0140 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [8581/10000][0/13] Loss_D: 0.0016 Loss_G: 9.7442 D(x): 0.9987 D(G(z)): 0.0003 / 0.0002 [8582/10000][0/13] Loss_D: 0.0014 Loss_G: 8.8058 D(x): 0.9999 D(G(z)): 0.0014 / 0.0009 [8583/10000][0/13] Loss_D: 0.0028 Loss_G: 6.8657 D(x): 0.9999 D(G(z)): 0.0027 / 0.0016 [8584/10000][0/13] Loss_D: 0.0065 Loss_G: 7.0327 D(x): 1.0000 D(G(z)): 0.0064 / 0.0017 [8585/10000][0/13] Loss_D: 0.3913 Loss_G: 17.7244 D(x): 1.0000 D(G(z)): 0.1126 / 0.0000 [8586/10000][0/13] Loss_D: 0.0003 Loss_G: 25.4289 D(x): 1.0000 D(G(z)): 0.0003 / 0.0001 [8587/10000][0/13] Loss_D: 0.0005 Loss_G: 27.8451 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [8588/10000][0/13] Loss_D: 0.0009 Loss_G: 25.3390 D(x): 1.0000 D(G(z)): 0.0009 / 0.0005 [8589/10000][0/13] Loss_D: 0.0010 Loss_G: 20.6405 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [8590/10000][0/13] Loss_D: 0.3955 Loss_G: 23.7268 D(x): 1.0000 D(G(z)): 0.0716 / 0.0000 [8591/10000][0/13] Loss_D: 0.0021 Loss_G: 18.9199 D(x): 0.9999 D(G(z)): 0.0020 / 0.0005 [8592/10000][0/13] Loss_D: 0.0030 Loss_G: 15.8133 D(x): 0.9997 D(G(z)): 0.0027 / 0.0012 [8593/10000][0/13] Loss_D: 0.0004 Loss_G: 15.6188 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [8594/10000][0/13] Loss_D: 0.0661 Loss_G: 19.9699 D(x): 0.9687 D(G(z)): 0.0263 / 0.0006 [8595/10000][0/13] Loss_D: 0.0012 Loss_G: 16.9216 D(x): 0.9989 D(G(z)): 0.0001 / 0.0001 [8596/10000][0/13] Loss_D: 0.0045 Loss_G: 11.5771 D(x): 0.9998 D(G(z)): 0.0043 / 0.0016 [8597/10000][0/13] Loss_D: 0.0009 Loss_G: 15.2686 D(x): 0.9998 D(G(z)): 0.0007 / 0.0005 [8598/10000][0/13] Loss_D: 0.0040 Loss_G: 14.6558 D(x): 0.9999 D(G(z)): 0.0038 / 0.0010 [8599/10000][0/13] Loss_D: 0.0005 Loss_G: 12.9228 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8600/10000][0/13] Loss_D: 0.0020 Loss_G: 11.4126 D(x): 0.9988 D(G(z)): 0.0008 / 0.0013 [8601/10000][0/13] Loss_D: 0.0040 Loss_G: 10.1617 D(x): 1.0000 D(G(z)): 0.0040 / 0.0014 [8602/10000][0/13] Loss_D: 0.0014 Loss_G: 11.9050 D(x): 0.9991 D(G(z)): 0.0004 / 0.0004 [8603/10000][0/13] Loss_D: 0.0011 Loss_G: 11.3403 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [8604/10000][0/13] Loss_D: 0.0002 Loss_G: 11.3514 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8605/10000][0/13] Loss_D: 0.0003 Loss_G: 11.4438 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8606/10000][0/13] Loss_D: 0.0028 Loss_G: 10.2070 D(x): 0.9999 D(G(z)): 0.0027 / 0.0015 [8607/10000][0/13] Loss_D: 0.0002 Loss_G: 14.1103 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8608/10000][0/13] Loss_D: 0.1625 Loss_G: 18.9958 D(x): 1.0000 D(G(z)): 0.1308 / 0.0000 [8609/10000][0/13] Loss_D: 0.0001 Loss_G: 18.2835 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8610/10000][0/13] Loss_D: 0.0006 Loss_G: 15.2768 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8611/10000][0/13] Loss_D: 0.0003 Loss_G: 14.5777 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8612/10000][0/13] Loss_D: 0.0011 Loss_G: 14.0847 D(x): 0.9996 D(G(z)): 0.0007 / 0.0005 [8613/10000][0/13] Loss_D: 0.0012 Loss_G: 14.5270 D(x): 0.9998 D(G(z)): 0.0010 / 0.0008 [8614/10000][0/13] Loss_D: 0.0003 Loss_G: 16.3145 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8615/10000][0/13] Loss_D: 0.0004 Loss_G: 12.7231 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8616/10000][0/13] Loss_D: 0.0012 Loss_G: 12.7070 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [8617/10000][0/13] Loss_D: 0.0002 Loss_G: 15.9385 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8618/10000][0/13] Loss_D: 0.0008 Loss_G: 13.7188 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [8619/10000][0/13] Loss_D: 0.0002 Loss_G: 14.8733 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8620/10000][0/13] Loss_D: 0.0018 Loss_G: 12.7210 D(x): 1.0000 D(G(z)): 0.0018 / 0.0030 [8621/10000][0/13] Loss_D: 0.0001 Loss_G: 15.3615 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [8622/10000][0/13] Loss_D: 0.0007 Loss_G: 13.4474 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8623/10000][0/13] Loss_D: 0.0002 Loss_G: 16.0567 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8624/10000][0/13] Loss_D: 0.0002 Loss_G: 16.5587 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8625/10000][0/13] Loss_D: 0.0001 Loss_G: 14.1096 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [8626/10000][0/13] Loss_D: 0.0003 Loss_G: 14.1962 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8627/10000][0/13] Loss_D: 0.0007 Loss_G: 15.0690 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [8628/10000][0/13] Loss_D: 22.5735 Loss_G: 36.8381 D(x): 1.0000 D(G(z)): 0.8119 / 0.1108 [8629/10000][0/13] Loss_D: 0.0001 Loss_G: 30.4025 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [8630/10000][0/13] Loss_D: 0.0001 Loss_G: 22.7205 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8631/10000][0/13] Loss_D: 0.0004 Loss_G: 22.5344 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8632/10000][0/13] Loss_D: 0.0000 Loss_G: 25.4238 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8633/10000][0/13] Loss_D: 0.0002 Loss_G: 20.5278 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8634/10000][0/13] Loss_D: 0.0001 Loss_G: 24.8615 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [8635/10000][0/13] Loss_D: 0.0081 Loss_G: 22.0127 D(x): 1.0000 D(G(z)): 0.0079 / 0.0395 [8636/10000][0/13] Loss_D: 0.0003 Loss_G: 32.2612 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8637/10000][0/13] Loss_D: 0.0005 Loss_G: 28.7297 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8638/10000][0/13] Loss_D: 0.0001 Loss_G: 22.8592 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8639/10000][0/13] Loss_D: 0.0006 Loss_G: 19.0131 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8640/10000][0/13] Loss_D: 0.0027 Loss_G: 19.2364 D(x): 1.0000 D(G(z)): 0.0027 / 0.0017 [8641/10000][0/13] Loss_D: 0.0072 Loss_G: 19.2042 D(x): 0.9998 D(G(z)): 0.0069 / 0.0017 [8642/10000][0/13] Loss_D: 0.0053 Loss_G: 14.6080 D(x): 0.9988 D(G(z)): 0.0041 / 0.0012 [8643/10000][0/13] Loss_D: 0.0020 Loss_G: 14.6410 D(x): 0.9988 D(G(z)): 0.0008 / 0.0009 [8644/10000][0/13] Loss_D: 0.0453 Loss_G: 9.2238 D(x): 0.9588 D(G(z)): 0.0007 / 0.0026 [8645/10000][0/13] Loss_D: 0.0014 Loss_G: 9.0584 D(x): 0.9997 D(G(z)): 0.0010 / 0.0009 [8646/10000][0/13] Loss_D: 4.3358 Loss_G: 39.3191 D(x): 1.0000 D(G(z)): 0.9200 / 0.0000 [8647/10000][0/13] Loss_D: 0.0011 Loss_G: 42.0831 D(x): 0.9989 D(G(z)): 0.0000 / 0.0000 [8648/10000][0/13] Loss_D: 0.0015 Loss_G: 29.9438 D(x): 1.0000 D(G(z)): 0.0015 / 0.0004 [8649/10000][0/13] Loss_D: 0.0006 Loss_G: 29.0899 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8650/10000][0/13] Loss_D: 0.0005 Loss_G: 26.7689 D(x): 1.0000 D(G(z)): 0.0005 / 0.0002 [8651/10000][0/13] Loss_D: 0.0029 Loss_G: 25.6207 D(x): 1.0000 D(G(z)): 0.0029 / 0.0020 [8652/10000][0/13] Loss_D: 0.0006 Loss_G: 20.0449 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8653/10000][0/13] Loss_D: 0.0546 Loss_G: 18.3124 D(x): 1.0000 D(G(z)): 0.0479 / 0.0005 [8654/10000][0/13] Loss_D: 0.0009 Loss_G: 18.5036 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [8655/10000][0/13] Loss_D: 0.0029 Loss_G: 15.3208 D(x): 1.0000 D(G(z)): 0.0028 / 0.0014 [8656/10000][0/13] Loss_D: 0.0004 Loss_G: 14.9451 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8657/10000][0/13] Loss_D: 0.0010 Loss_G: 14.8133 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [8658/10000][0/13] Loss_D: 0.0029 Loss_G: 14.6726 D(x): 0.9998 D(G(z)): 0.0026 / 0.0011 [8659/10000][0/13] Loss_D: 0.0004 Loss_G: 9.8104 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8660/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5226 D(x): 0.9999 D(G(z)): 0.0014 / 0.0011 [8661/10000][0/13] Loss_D: 0.0049 Loss_G: 6.5172 D(x): 0.9998 D(G(z)): 0.0047 / 0.0024 [8662/10000][0/13] Loss_D: 0.0009 Loss_G: 7.8067 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [8663/10000][0/13] Loss_D: 0.0109 Loss_G: 7.7185 D(x): 0.9902 D(G(z)): 0.0009 / 0.0008 [8664/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2710 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8665/10000][0/13] Loss_D: 0.0072 Loss_G: 8.7617 D(x): 0.9933 D(G(z)): 0.0004 / 0.0005 [8666/10000][0/13] Loss_D: 0.0002 Loss_G: 11.3408 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8667/10000][0/13] Loss_D: 0.0019 Loss_G: 17.3123 D(x): 0.9989 D(G(z)): 0.0008 / 0.0006 [8668/10000][0/13] Loss_D: 0.8908 Loss_G: 19.2481 D(x): 0.9687 D(G(z)): 0.0008 / 0.0007 [8669/10000][0/13] Loss_D: 0.0000 Loss_G: 22.1087 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8670/10000][0/13] Loss_D: 0.0013 Loss_G: 15.3345 D(x): 0.9994 D(G(z)): 0.0007 / 0.0006 [8671/10000][0/13] Loss_D: 0.0004 Loss_G: 13.3935 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8672/10000][0/13] Loss_D: 0.0004 Loss_G: 13.5264 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8673/10000][0/13] Loss_D: 0.0006 Loss_G: 14.7414 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8674/10000][0/13] Loss_D: 0.0009 Loss_G: 13.5646 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [8675/10000][0/13] Loss_D: 0.0005 Loss_G: 13.9496 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8676/10000][0/13] Loss_D: 0.0005 Loss_G: 12.2281 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8677/10000][0/13] Loss_D: 0.0033 Loss_G: 13.7733 D(x): 1.0000 D(G(z)): 0.0033 / 0.0017 [8678/10000][0/13] Loss_D: 0.0005 Loss_G: 14.0688 D(x): 0.9999 D(G(z)): 0.0004 / 0.0002 [8679/10000][0/13] Loss_D: 0.0014 Loss_G: 12.7731 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [8680/10000][0/13] Loss_D: 0.0018 Loss_G: 12.5960 D(x): 1.0000 D(G(z)): 0.0017 / 0.0011 [8681/10000][0/13] Loss_D: 0.0019 Loss_G: 14.0484 D(x): 0.9989 D(G(z)): 0.0008 / 0.0032 [8682/10000][0/13] Loss_D: 0.0001 Loss_G: 15.7462 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8683/10000][0/13] Loss_D: 0.0007 Loss_G: 12.2322 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [8684/10000][0/13] Loss_D: 0.0003 Loss_G: 13.0500 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8685/10000][0/13] Loss_D: 0.0442 Loss_G: 11.5268 D(x): 0.9972 D(G(z)): 0.0344 / 0.0009 [8686/10000][0/13] Loss_D: 0.0020 Loss_G: 14.2534 D(x): 0.9999 D(G(z)): 0.0019 / 0.0014 [8687/10000][0/13] Loss_D: 0.0007 Loss_G: 11.6269 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8688/10000][0/13] Loss_D: 0.0002 Loss_G: 12.3688 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8689/10000][0/13] Loss_D: 0.4138 Loss_G: 19.0980 D(x): 0.9999 D(G(z)): 0.2198 / 0.0075 [8690/10000][0/13] Loss_D: 0.0001 Loss_G: 30.5722 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [8691/10000][0/13] Loss_D: 0.0367 Loss_G: 25.4251 D(x): 1.0000 D(G(z)): 0.0312 / 0.0073 [8692/10000][0/13] Loss_D: 0.0001 Loss_G: 25.7574 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8693/10000][0/13] Loss_D: 0.0003 Loss_G: 22.8176 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8694/10000][0/13] Loss_D: 0.0012 Loss_G: 22.8973 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [8695/10000][0/13] Loss_D: 0.0353 Loss_G: 21.2339 D(x): 1.0000 D(G(z)): 0.0311 / 0.0005 [8696/10000][0/13] Loss_D: 0.0024 Loss_G: 21.6778 D(x): 1.0000 D(G(z)): 0.0024 / 0.0016 [8697/10000][0/13] Loss_D: 0.0007 Loss_G: 22.0108 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [8698/10000][0/13] Loss_D: 0.0000 Loss_G: 20.5301 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8699/10000][0/13] Loss_D: 0.0012 Loss_G: 18.8934 D(x): 0.9996 D(G(z)): 0.0008 / 0.0008 [8700/10000][0/13] Loss_D: 0.0000 Loss_G: 17.4136 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8701/10000][0/13] Loss_D: 0.0001 Loss_G: 13.5031 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8702/10000][0/13] Loss_D: 0.0001 Loss_G: 11.9627 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8703/10000][0/13] Loss_D: 0.0034 Loss_G: 7.7123 D(x): 1.0000 D(G(z)): 0.0033 / 0.0018 [8704/10000][0/13] Loss_D: 0.0022 Loss_G: 7.2567 D(x): 1.0000 D(G(z)): 0.0022 / 0.0013 [8705/10000][0/13] Loss_D: 0.0027 Loss_G: 6.9587 D(x): 0.9993 D(G(z)): 0.0020 / 0.0014 [8706/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2008 D(x): 0.9999 D(G(z)): 0.0005 / 0.0005 [8707/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8780 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8708/10000][0/13] Loss_D: 0.0020 Loss_G: 6.9982 D(x): 1.0000 D(G(z)): 0.0020 / 0.0014 [8709/10000][0/13] Loss_D: 0.0023 Loss_G: 6.8036 D(x): 0.9997 D(G(z)): 0.0021 / 0.0017 [8710/10000][0/13] Loss_D: 0.0003 Loss_G: 9.0110 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8711/10000][0/13] Loss_D: 0.0016 Loss_G: 7.0199 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [8712/10000][0/13] Loss_D: 0.2413 Loss_G: 2.8052 D(x): 0.8395 D(G(z)): 0.0006 / 0.1593 [8713/10000][0/13] Loss_D: 0.0001 Loss_G: 14.3418 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8714/10000][0/13] Loss_D: 0.0000 Loss_G: 14.5599 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8715/10000][0/13] Loss_D: 0.0002 Loss_G: 10.6257 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8716/10000][0/13] Loss_D: 0.0002 Loss_G: 10.9296 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8717/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0889 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8718/10000][0/13] Loss_D: 0.0123 Loss_G: 7.6532 D(x): 1.0000 D(G(z)): 0.0121 / 0.0016 [8719/10000][0/13] Loss_D: 0.0005 Loss_G: 9.3248 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8720/10000][0/13] Loss_D: 0.0004 Loss_G: 9.2842 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [8721/10000][0/13] Loss_D: 0.0007 Loss_G: 8.4445 D(x): 0.9997 D(G(z)): 0.0004 / 0.0004 [8722/10000][0/13] Loss_D: 0.0003 Loss_G: 8.9026 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8723/10000][0/13] Loss_D: 0.0006 Loss_G: 8.5307 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8724/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2894 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8725/10000][0/13] Loss_D: 0.0382 Loss_G: 7.0761 D(x): 0.9662 D(G(z)): 0.0006 / 0.0066 [8726/10000][0/13] Loss_D: 0.0009 Loss_G: 11.0455 D(x): 0.9992 D(G(z)): 0.0001 / 0.0001 [8727/10000][0/13] Loss_D: 0.0008 Loss_G: 11.0786 D(x): 0.9992 D(G(z)): 0.0001 / 0.0001 [8728/10000][0/13] Loss_D: 0.0021 Loss_G: 7.6976 D(x): 0.9990 D(G(z)): 0.0010 / 0.0011 [8729/10000][0/13] Loss_D: 0.0096 Loss_G: 7.2208 D(x): 1.0000 D(G(z)): 0.0095 / 0.0016 [8730/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3855 D(x): 0.9999 D(G(z)): 0.0004 / 0.0005 [8731/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4956 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8732/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9823 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8733/10000][0/13] Loss_D: 0.0007 Loss_G: 9.8172 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [8734/10000][0/13] Loss_D: 0.0004 Loss_G: 8.3180 D(x): 1.0000 D(G(z)): 0.0003 / 0.0005 [8735/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2270 D(x): 1.0000 D(G(z)): 0.0009 / 0.0006 [8736/10000][0/13] Loss_D: 0.0001 Loss_G: 10.9946 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8737/10000][0/13] Loss_D: 0.0009 Loss_G: 9.9893 D(x): 0.9996 D(G(z)): 0.0005 / 0.0004 [8738/10000][0/13] Loss_D: 0.0009 Loss_G: 7.8182 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [8739/10000][0/13] Loss_D: 3.1165 Loss_G: 17.2811 D(x): 1.0000 D(G(z)): 0.3126 / 0.0000 [8740/10000][0/13] Loss_D: 0.0011 Loss_G: 16.5177 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [8741/10000][0/13] Loss_D: 0.0005 Loss_G: 14.8670 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8742/10000][0/13] Loss_D: 0.0011 Loss_G: 15.7946 D(x): 0.9999 D(G(z)): 0.0010 / 0.0008 [8743/10000][0/13] Loss_D: 0.0004 Loss_G: 15.1738 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8744/10000][0/13] Loss_D: 0.0007 Loss_G: 15.5011 D(x): 0.9996 D(G(z)): 0.0003 / 0.0003 [8745/10000][0/13] Loss_D: 0.0137 Loss_G: 18.1498 D(x): 0.9889 D(G(z)): 0.0000 / 0.0001 [8746/10000][0/13] Loss_D: 0.0023 Loss_G: 14.7674 D(x): 0.9981 D(G(z)): 0.0005 / 0.0004 [8747/10000][0/13] Loss_D: 0.0006 Loss_G: 15.2472 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8748/10000][0/13] Loss_D: 0.0004 Loss_G: 17.2591 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [8749/10000][0/13] Loss_D: 0.0002 Loss_G: 13.5834 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8750/10000][0/13] Loss_D: 0.0006 Loss_G: 8.5648 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8751/10000][0/13] Loss_D: 0.0006 Loss_G: 8.6301 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [8752/10000][0/13] Loss_D: 0.0006 Loss_G: 8.5425 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8753/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7474 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8754/10000][0/13] Loss_D: 0.0106 Loss_G: 9.8702 D(x): 0.9900 D(G(z)): 0.0002 / 0.0003 [8755/10000][0/13] Loss_D: 0.0004 Loss_G: 10.9849 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [8756/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2051 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8757/10000][0/13] Loss_D: 0.0004 Loss_G: 8.1887 D(x): 1.0000 D(G(z)): 0.0004 / 0.0005 [8758/10000][0/13] Loss_D: 0.0010 Loss_G: 9.6988 D(x): 0.9992 D(G(z)): 0.0002 / 0.0002 [8759/10000][0/13] Loss_D: 0.0842 Loss_G: 20.3586 D(x): 0.9655 D(G(z)): 0.0005 / 0.0014 [8760/10000][0/13] Loss_D: 0.0026 Loss_G: 16.7481 D(x): 1.0000 D(G(z)): 0.0025 / 0.0017 [8761/10000][0/13] Loss_D: 0.0013 Loss_G: 19.3890 D(x): 1.0000 D(G(z)): 0.0013 / 0.0008 [8762/10000][0/13] Loss_D: 0.0005 Loss_G: 17.5317 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [8763/10000][0/13] Loss_D: 11.6031 Loss_G: 27.6232 D(x): 1.0000 D(G(z)): 0.5625 / 0.0074 [8764/10000][0/13] Loss_D: 0.0000 Loss_G: 39.4257 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8765/10000][0/13] Loss_D: 0.0014 Loss_G: 26.2606 D(x): 1.0000 D(G(z)): 0.0014 / 0.0009 [8766/10000][0/13] Loss_D: 0.0032 Loss_G: 16.9844 D(x): 0.9979 D(G(z)): 0.0010 / 0.0007 [8767/10000][0/13] Loss_D: 0.0055 Loss_G: 12.7648 D(x): 1.0000 D(G(z)): 0.0055 / 0.0019 [8768/10000][0/13] Loss_D: 0.0029 Loss_G: 8.7220 D(x): 1.0000 D(G(z)): 0.0029 / 0.0018 [8769/10000][0/13] Loss_D: 0.0206 Loss_G: 7.3071 D(x): 1.0000 D(G(z)): 0.0198 / 0.0031 [8770/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4846 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [8771/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6157 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8772/10000][0/13] Loss_D: 0.0008 Loss_G: 8.4596 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [8773/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2919 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8774/10000][0/13] Loss_D: 0.0002 Loss_G: 12.6482 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8775/10000][0/13] Loss_D: 0.0005 Loss_G: 9.2381 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8776/10000][0/13] Loss_D: 0.0011 Loss_G: 8.4576 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [8777/10000][0/13] Loss_D: 0.0007 Loss_G: 8.0869 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8778/10000][0/13] Loss_D: 0.0010 Loss_G: 8.4193 D(x): 0.9993 D(G(z)): 0.0003 / 0.0003 [8779/10000][0/13] Loss_D: 0.0003 Loss_G: 8.5262 D(x): 1.0000 D(G(z)): 0.0003 / 0.0004 [8780/10000][0/13] Loss_D: 0.0006 Loss_G: 7.9930 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [8781/10000][0/13] Loss_D: 0.0023 Loss_G: 6.6412 D(x): 0.9999 D(G(z)): 0.0023 / 0.0018 [8782/10000][0/13] Loss_D: 0.0008 Loss_G: 8.1657 D(x): 0.9997 D(G(z)): 0.0005 / 0.0005 [8783/10000][0/13] Loss_D: 0.0004 Loss_G: 10.0462 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [8784/10000][0/13] Loss_D: 0.0016 Loss_G: 7.0677 D(x): 1.0000 D(G(z)): 0.0016 / 0.0013 [8785/10000][0/13] Loss_D: 0.0229 Loss_G: 7.2442 D(x): 0.9834 D(G(z)): 0.0009 / 0.0058 [8786/10000][0/13] Loss_D: 0.0001 Loss_G: 13.3452 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8787/10000][0/13] Loss_D: 0.0002 Loss_G: 10.7657 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8788/10000][0/13] Loss_D: 0.0005 Loss_G: 8.7835 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8789/10000][0/13] Loss_D: 0.0014 Loss_G: 7.7261 D(x): 0.9999 D(G(z)): 0.0013 / 0.0010 [8790/10000][0/13] Loss_D: 0.0029 Loss_G: 6.9315 D(x): 1.0000 D(G(z)): 0.0029 / 0.0029 [8791/10000][0/13] Loss_D: 0.0011 Loss_G: 8.9890 D(x): 0.9994 D(G(z)): 0.0005 / 0.0003 [8792/10000][0/13] Loss_D: 0.0165 Loss_G: 7.1655 D(x): 0.9999 D(G(z)): 0.0159 / 0.0014 [8793/10000][0/13] Loss_D: 0.0011 Loss_G: 7.3591 D(x): 1.0000 D(G(z)): 0.0011 / 0.0010 [8794/10000][0/13] Loss_D: 1.4683 Loss_G: 13.2366 D(x): 1.0000 D(G(z)): 0.1202 / 0.0001 [8795/10000][0/13] Loss_D: 0.0015 Loss_G: 13.0658 D(x): 0.9997 D(G(z)): 0.0012 / 0.0008 [8796/10000][0/13] Loss_D: 0.0024 Loss_G: 11.7266 D(x): 1.0000 D(G(z)): 0.0024 / 0.0013 [8797/10000][0/13] Loss_D: 0.0012 Loss_G: 11.6244 D(x): 1.0000 D(G(z)): 0.0012 / 0.0007 [8798/10000][0/13] Loss_D: 0.0038 Loss_G: 10.8563 D(x): 1.0000 D(G(z)): 0.0038 / 0.0019 [8799/10000][0/13] Loss_D: 3.8532 Loss_G: 30.4233 D(x): 1.0000 D(G(z)): 0.3805 / 0.0000 [8800/10000][0/13] Loss_D: 1.2440 Loss_G: 33.7774 D(x): 0.9687 D(G(z)): 0.0004 / 0.0004 [8801/10000][0/13] Loss_D: 1.2661 Loss_G: 38.4382 D(x): 0.9683 D(G(z)): 0.0026 / 0.0010 [8802/10000][0/13] Loss_D: 0.0001 Loss_G: 36.9728 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8803/10000][0/13] Loss_D: 0.0030 Loss_G: 29.7298 D(x): 0.9975 D(G(z)): 0.0004 / 0.0004 [8804/10000][0/13] Loss_D: 0.0182 Loss_G: 23.9410 D(x): 0.9875 D(G(z)): 0.0025 / 0.0097 [8805/10000][0/13] Loss_D: 0.0000 Loss_G: 22.9460 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8806/10000][0/13] Loss_D: 0.0015 Loss_G: 15.0015 D(x): 1.0000 D(G(z)): 0.0015 / 0.0009 [8807/10000][0/13] Loss_D: 0.0008 Loss_G: 8.4042 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [8808/10000][0/13] Loss_D: 0.0020 Loss_G: 7.6966 D(x): 0.9995 D(G(z)): 0.0015 / 0.0012 [8809/10000][0/13] Loss_D: 0.0021 Loss_G: 7.3921 D(x): 1.0000 D(G(z)): 0.0021 / 0.0015 [8810/10000][0/13] Loss_D: 0.0100 Loss_G: 21.1238 D(x): 0.9934 D(G(z)): 0.0030 / 0.0015 [8811/10000][0/13] Loss_D: 0.0008 Loss_G: 11.3871 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [8812/10000][0/13] Loss_D: 0.0007 Loss_G: 15.3175 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [8813/10000][0/13] Loss_D: 0.0011 Loss_G: 10.7690 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [8814/10000][0/13] Loss_D: 0.0029 Loss_G: 8.5536 D(x): 0.9995 D(G(z)): 0.0024 / 0.0032 [8815/10000][0/13] Loss_D: 0.0033 Loss_G: 6.8039 D(x): 1.0000 D(G(z)): 0.0033 / 0.0023 [8816/10000][0/13] Loss_D: 0.0016 Loss_G: 8.4724 D(x): 0.9992 D(G(z)): 0.0008 / 0.0006 [8817/10000][0/13] Loss_D: 0.0020 Loss_G: 9.1095 D(x): 0.9986 D(G(z)): 0.0006 / 0.0005 [8818/10000][0/13] Loss_D: 0.0004 Loss_G: 9.4458 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [8819/10000][0/13] Loss_D: 0.0012 Loss_G: 8.0064 D(x): 0.9998 D(G(z)): 0.0010 / 0.0011 [8820/10000][0/13] Loss_D: 0.0026 Loss_G: 9.0158 D(x): 0.9980 D(G(z)): 0.0006 / 0.0006 [8821/10000][0/13] Loss_D: 0.0031 Loss_G: 9.4189 D(x): 0.9971 D(G(z)): 0.0002 / 0.0002 [8822/10000][0/13] Loss_D: 0.0339 Loss_G: 7.5699 D(x): 1.0000 D(G(z)): 0.0304 / 0.0007 [8823/10000][0/13] Loss_D: 0.0001 Loss_G: 10.0656 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8824/10000][0/13] Loss_D: 0.0003 Loss_G: 10.0438 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [8825/10000][0/13] Loss_D: 0.0051 Loss_G: 7.1726 D(x): 0.9999 D(G(z)): 0.0050 / 0.0018 [8826/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4608 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8827/10000][0/13] Loss_D: 0.0011 Loss_G: 7.8319 D(x): 0.9999 D(G(z)): 0.0011 / 0.0022 [8828/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7374 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8829/10000][0/13] Loss_D: 0.0012 Loss_G: 7.5581 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [8830/10000][0/13] Loss_D: 0.0009 Loss_G: 7.6456 D(x): 1.0000 D(G(z)): 0.0009 / 0.0009 [8831/10000][0/13] Loss_D: 0.0000 Loss_G: 11.4067 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8832/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7190 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8833/10000][0/13] Loss_D: 0.0012 Loss_G: 7.8489 D(x): 0.9998 D(G(z)): 0.0010 / 0.0008 [8834/10000][0/13] Loss_D: 0.0010 Loss_G: 8.4413 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [8835/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1917 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8836/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7505 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8837/10000][0/13] Loss_D: 0.0000 Loss_G: 12.1892 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8838/10000][0/13] Loss_D: 0.2786 Loss_G: 19.5431 D(x): 1.0000 D(G(z)): 0.1692 / 0.0016 [8839/10000][0/13] Loss_D: 0.0002 Loss_G: 22.0111 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8840/10000][0/13] Loss_D: 0.0001 Loss_G: 33.4754 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [8841/10000][0/13] Loss_D: 0.0007 Loss_G: 25.2771 D(x): 0.9996 D(G(z)): 0.0004 / 0.0003 [8842/10000][0/13] Loss_D: 0.0004 Loss_G: 30.8746 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [8843/10000][0/13] Loss_D: 0.0027 Loss_G: 23.5450 D(x): 1.0000 D(G(z)): 0.0027 / 0.0032 [8844/10000][0/13] Loss_D: 0.0020 Loss_G: 22.7194 D(x): 0.9991 D(G(z)): 0.0011 / 0.0009 [8845/10000][0/13] Loss_D: 0.0015 Loss_G: 23.1361 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [8846/10000][0/13] Loss_D: 0.0002 Loss_G: 23.8969 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [8847/10000][0/13] Loss_D: 0.0044 Loss_G: 23.7512 D(x): 0.9991 D(G(z)): 0.0035 / 0.0020 [8848/10000][0/13] Loss_D: 0.0013 Loss_G: 18.4328 D(x): 0.9998 D(G(z)): 0.0011 / 0.0008 [8849/10000][0/13] Loss_D: 0.0001 Loss_G: 22.7996 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [8850/10000][0/13] Loss_D: 0.0007 Loss_G: 17.6685 D(x): 0.9995 D(G(z)): 0.0002 / 0.0002 [8851/10000][0/13] Loss_D: 0.0003 Loss_G: 16.4261 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8852/10000][0/13] Loss_D: 0.0001 Loss_G: 15.0701 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8853/10000][0/13] Loss_D: 0.0000 Loss_G: 18.3073 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8854/10000][0/13] Loss_D: 0.0002 Loss_G: 19.8283 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8855/10000][0/13] Loss_D: 0.0019 Loss_G: 11.5367 D(x): 1.0000 D(G(z)): 0.0019 / 0.0008 [8856/10000][0/13] Loss_D: 0.0010 Loss_G: 14.3252 D(x): 0.9995 D(G(z)): 0.0005 / 0.0004 [8857/10000][0/13] Loss_D: 0.0002 Loss_G: 12.3754 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8858/10000][0/13] Loss_D: 0.0021 Loss_G: 12.7985 D(x): 1.0000 D(G(z)): 0.0021 / 0.0014 [8859/10000][0/13] Loss_D: 0.0011 Loss_G: 10.3166 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [8860/10000][0/13] Loss_D: 0.0002 Loss_G: 11.0666 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8861/10000][0/13] Loss_D: 0.0006 Loss_G: 11.4240 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8862/10000][0/13] Loss_D: 0.0007 Loss_G: 10.2516 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8863/10000][0/13] Loss_D: 0.0008 Loss_G: 12.5357 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [8864/10000][0/13] Loss_D: 0.0004 Loss_G: 9.6231 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8865/10000][0/13] Loss_D: 0.0016 Loss_G: 9.3348 D(x): 1.0000 D(G(z)): 0.0016 / 0.0034 [8866/10000][0/13] Loss_D: 0.0000 Loss_G: 14.6244 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8867/10000][0/13] Loss_D: 0.0004 Loss_G: 9.7970 D(x): 1.0000 D(G(z)): 0.0004 / 0.0009 [8868/10000][0/13] Loss_D: 0.0009 Loss_G: 10.8797 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [8869/10000][0/13] Loss_D: 0.0005 Loss_G: 10.5453 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8870/10000][0/13] Loss_D: 0.0004 Loss_G: 10.6292 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8871/10000][0/13] Loss_D: 0.0008 Loss_G: 9.9463 D(x): 0.9994 D(G(z)): 0.0001 / 0.0001 [8872/10000][0/13] Loss_D: 0.0007 Loss_G: 9.3363 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [8873/10000][0/13] Loss_D: 0.0026 Loss_G: 7.6232 D(x): 0.9995 D(G(z)): 0.0021 / 0.0016 [8874/10000][0/13] Loss_D: 0.0005 Loss_G: 8.2458 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [8875/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9942 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [8876/10000][0/13] Loss_D: 0.0033 Loss_G: 7.3475 D(x): 1.0000 D(G(z)): 0.0033 / 0.0011 [8877/10000][0/13] Loss_D: 0.0075 Loss_G: 7.8104 D(x): 0.9938 D(G(z)): 0.0012 / 0.0012 [8878/10000][0/13] Loss_D: 0.0079 Loss_G: 8.0145 D(x): 1.0000 D(G(z)): 0.0073 / 0.0008 [8879/10000][0/13] Loss_D: 0.0006 Loss_G: 8.5382 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8880/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7175 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8881/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4146 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [8882/10000][0/13] Loss_D: 0.0014 Loss_G: 9.9367 D(x): 0.9993 D(G(z)): 0.0006 / 0.0004 [8883/10000][0/13] Loss_D: 0.0007 Loss_G: 8.7312 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8884/10000][0/13] Loss_D: 0.0001 Loss_G: 11.0335 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8885/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5373 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8886/10000][0/13] Loss_D: 0.0017 Loss_G: 13.6604 D(x): 0.9983 D(G(z)): 0.0000 / 0.0000 [8887/10000][0/13] Loss_D: 0.0035 Loss_G: 8.1444 D(x): 0.9992 D(G(z)): 0.0027 / 0.0008 [8888/10000][0/13] Loss_D: 1.3257 Loss_G: 23.3730 D(x): 0.9628 D(G(z)): 0.0003 / 0.0001 [8889/10000][0/13] Loss_D: 0.0001 Loss_G: 29.1365 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8890/10000][0/13] Loss_D: 0.0001 Loss_G: 25.8227 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8891/10000][0/13] Loss_D: 0.0419 Loss_G: 27.2173 D(x): 1.0000 D(G(z)): 0.0335 / 0.0002 [8892/10000][0/13] Loss_D: 0.0008 Loss_G: 21.4466 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [8893/10000][0/13] Loss_D: 0.0011 Loss_G: 20.6326 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [8894/10000][0/13] Loss_D: 0.2632 Loss_G: 26.8210 D(x): 1.0000 D(G(z)): 0.1400 / 0.0000 [8895/10000][0/13] Loss_D: 0.0010 Loss_G: 14.7293 D(x): 1.0000 D(G(z)): 0.0010 / 0.0006 [8896/10000][0/13] Loss_D: 0.0003 Loss_G: 21.7166 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8897/10000][0/13] Loss_D: 0.0003 Loss_G: 19.5286 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [8898/10000][0/13] Loss_D: 0.0105 Loss_G: 19.0115 D(x): 1.0000 D(G(z)): 0.0102 / 0.0009 [8899/10000][0/13] Loss_D: 0.0031 Loss_G: 18.4234 D(x): 1.0000 D(G(z)): 0.0031 / 0.0055 [8900/10000][0/13] Loss_D: 0.0001 Loss_G: 16.9430 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8901/10000][0/13] Loss_D: 0.0000 Loss_G: 18.7361 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8902/10000][0/13] Loss_D: 0.0003 Loss_G: 17.9451 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8903/10000][0/13] Loss_D: 0.0024 Loss_G: 13.9038 D(x): 0.9983 D(G(z)): 0.0006 / 0.0007 [8904/10000][0/13] Loss_D: 0.0004 Loss_G: 17.6412 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8905/10000][0/13] Loss_D: 0.0000 Loss_G: 19.5348 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8906/10000][0/13] Loss_D: 0.0004 Loss_G: 11.3725 D(x): 0.9998 D(G(z)): 0.0003 / 0.0005 [8907/10000][0/13] Loss_D: 0.0107 Loss_G: 7.0717 D(x): 1.0000 D(G(z)): 0.0105 / 0.0044 [8908/10000][0/13] Loss_D: 0.0011 Loss_G: 8.4764 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [8909/10000][0/13] Loss_D: 0.0094 Loss_G: 5.6496 D(x): 0.9998 D(G(z)): 0.0092 / 0.0054 [8910/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4988 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [8911/10000][0/13] Loss_D: 0.0036 Loss_G: 7.2170 D(x): 0.9979 D(G(z)): 0.0014 / 0.0013 [8912/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6031 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [8913/10000][0/13] Loss_D: 0.0009 Loss_G: 8.0234 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [8914/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2350 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [8915/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0428 D(x): 0.9998 D(G(z)): 0.0004 / 0.0003 [8916/10000][0/13] Loss_D: 0.1009 Loss_G: 8.6295 D(x): 0.9700 D(G(z)): 0.0010 / 0.0024 [8917/10000][0/13] Loss_D: 0.0106 Loss_G: 7.7126 D(x): 1.0000 D(G(z)): 0.0104 / 0.0009 [8918/10000][0/13] Loss_D: 0.0012 Loss_G: 10.2690 D(x): 0.9990 D(G(z)): 0.0002 / 0.0001 [8919/10000][0/13] Loss_D: 0.0000 Loss_G: 11.1676 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8920/10000][0/13] Loss_D: 0.0251 Loss_G: 19.0566 D(x): 0.9911 D(G(z)): 0.0142 / 0.0068 [8921/10000][0/13] Loss_D: 0.0008 Loss_G: 22.6050 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [8922/10000][0/13] Loss_D: 0.0001 Loss_G: 19.6703 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8923/10000][0/13] Loss_D: 0.0177 Loss_G: 16.5064 D(x): 1.0000 D(G(z)): 0.0171 / 0.0014 [8924/10000][0/13] Loss_D: 0.0020 Loss_G: 12.0654 D(x): 0.9992 D(G(z)): 0.0011 / 0.0007 [8925/10000][0/13] Loss_D: 0.0002 Loss_G: 13.5516 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8926/10000][0/13] Loss_D: 0.0034 Loss_G: 9.4038 D(x): 1.0000 D(G(z)): 0.0034 / 0.0015 [8927/10000][0/13] Loss_D: 0.0006 Loss_G: 9.7123 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8928/10000][0/13] Loss_D: 0.0004 Loss_G: 10.0409 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [8929/10000][0/13] Loss_D: 0.0002 Loss_G: 10.7173 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8930/10000][0/13] Loss_D: 0.0016 Loss_G: 8.6127 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [8931/10000][0/13] Loss_D: 0.0041 Loss_G: 7.9156 D(x): 0.9971 D(G(z)): 0.0011 / 0.0010 [8932/10000][0/13] Loss_D: 0.0152 Loss_G: 6.5581 D(x): 0.9999 D(G(z)): 0.0147 / 0.0031 [8933/10000][0/13] Loss_D: 0.0014 Loss_G: 7.9562 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [8934/10000][0/13] Loss_D: 0.0014 Loss_G: 7.8787 D(x): 1.0000 D(G(z)): 0.0013 / 0.0019 [8935/10000][0/13] Loss_D: 0.0038 Loss_G: 7.1964 D(x): 1.0000 D(G(z)): 0.0037 / 0.0017 [8936/10000][0/13] Loss_D: 0.0039 Loss_G: 9.3161 D(x): 0.9966 D(G(z)): 0.0003 / 0.0003 [8937/10000][0/13] Loss_D: 0.2447 Loss_G: 21.9129 D(x): 1.0000 D(G(z)): 0.1843 / 0.0000 [8938/10000][0/13] Loss_D: 0.0000 Loss_G: 21.3007 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8939/10000][0/13] Loss_D: 0.0006 Loss_G: 13.7571 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [8940/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0604 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [8941/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7314 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [8942/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1745 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [8943/10000][0/13] Loss_D: 0.0140 Loss_G: 7.2144 D(x): 0.9976 D(G(z)): 0.0111 / 0.0031 [8944/10000][0/13] Loss_D: 0.0007 Loss_G: 7.9754 D(x): 1.0000 D(G(z)): 0.0007 / 0.0008 [8945/10000][0/13] Loss_D: 0.0001 Loss_G: 10.0971 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8946/10000][0/13] Loss_D: 0.0016 Loss_G: 8.4513 D(x): 1.0000 D(G(z)): 0.0016 / 0.0012 [8947/10000][0/13] Loss_D: 0.0018 Loss_G: 9.3605 D(x): 0.9994 D(G(z)): 0.0012 / 0.0006 [8948/10000][0/13] Loss_D: 0.0051 Loss_G: 7.4404 D(x): 1.0000 D(G(z)): 0.0050 / 0.0038 [8949/10000][0/13] Loss_D: 0.0001 Loss_G: 14.8315 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8950/10000][0/13] Loss_D: 0.0002 Loss_G: 12.1504 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8951/10000][0/13] Loss_D: 0.0008 Loss_G: 11.5599 D(x): 0.9993 D(G(z)): 0.0001 / 0.0001 [8952/10000][0/13] Loss_D: 0.0009 Loss_G: 8.6991 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [8953/10000][0/13] Loss_D: 0.0000 Loss_G: 14.6650 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [8954/10000][0/13] Loss_D: 0.5053 Loss_G: 31.7733 D(x): 1.0000 D(G(z)): 0.2091 / 0.0001 [8955/10000][0/13] Loss_D: 1.8127 Loss_G: 35.4412 D(x): 0.9687 D(G(z)): 0.0009 / 0.0004 [8956/10000][0/13] Loss_D: 0.0029 Loss_G: 36.2100 D(x): 1.0000 D(G(z)): 0.0029 / 0.0019 [8957/10000][0/13] Loss_D: 0.0018 Loss_G: 38.2983 D(x): 1.0000 D(G(z)): 0.0018 / 0.0012 [8958/10000][0/13] Loss_D: 0.0047 Loss_G: 34.1701 D(x): 1.0000 D(G(z)): 0.0046 / 0.0022 [8959/10000][0/13] Loss_D: 0.0019 Loss_G: 26.6517 D(x): 0.9999 D(G(z)): 0.0018 / 0.0012 [8960/10000][0/13] Loss_D: 0.0001 Loss_G: 27.0345 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [8961/10000][0/13] Loss_D: 0.0002 Loss_G: 27.1855 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [8962/10000][0/13] Loss_D: 0.0010 Loss_G: 26.5237 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [8963/10000][0/13] Loss_D: 1.4648 Loss_G: 23.5642 D(x): 0.9687 D(G(z)): 0.0009 / 0.0008 [8964/10000][0/13] Loss_D: 1.5597 Loss_G: 20.4526 D(x): 0.9687 D(G(z)): 0.0044 / 0.0020 [8965/10000][0/13] Loss_D: 0.0002 Loss_G: 18.9622 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [8966/10000][0/13] Loss_D: 1.5128 Loss_G: 17.9141 D(x): 0.9683 D(G(z)): 0.0000 / 0.0000 [8967/10000][0/13] Loss_D: 1.1711 Loss_G: 17.8740 D(x): 0.9687 D(G(z)): 0.0010 / 0.0007 [8968/10000][0/13] Loss_D: 0.0017 Loss_G: 18.5685 D(x): 0.9991 D(G(z)): 0.0009 / 0.0007 [8969/10000][0/13] Loss_D: 0.0016 Loss_G: 16.3372 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [8970/10000][0/13] Loss_D: 0.0014 Loss_G: 15.9059 D(x): 0.9993 D(G(z)): 0.0007 / 0.0006 [8971/10000][0/13] Loss_D: 1.8713 Loss_G: 15.5096 D(x): 0.9093 D(G(z)): 0.0006 / 0.0072 [8972/10000][0/13] Loss_D: 0.0019 Loss_G: 16.5463 D(x): 0.9982 D(G(z)): 0.0001 / 0.0001 [8973/10000][0/13] Loss_D: 0.0003 Loss_G: 14.7597 D(x): 1.0000 D(G(z)): 0.0003 / 0.0001 [8974/10000][0/13] Loss_D: 0.0002 Loss_G: 33.1482 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8975/10000][0/13] Loss_D: 0.0001 Loss_G: 24.8525 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8976/10000][0/13] Loss_D: 0.0005 Loss_G: 26.7095 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8977/10000][0/13] Loss_D: 0.0130 Loss_G: 30.3277 D(x): 1.0000 D(G(z)): 0.0122 / 0.0008 [8978/10000][0/13] Loss_D: 1.1889 Loss_G: 24.4917 D(x): 0.9687 D(G(z)): 0.0037 / 0.0013 [8979/10000][0/13] Loss_D: 0.0012 Loss_G: 25.8504 D(x): 0.9993 D(G(z)): 0.0004 / 0.0004 [8980/10000][0/13] Loss_D: 0.0002 Loss_G: 20.9354 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8981/10000][0/13] Loss_D: 0.0001 Loss_G: 22.1221 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8982/10000][0/13] Loss_D: 1.3787 Loss_G: 19.9447 D(x): 0.9687 D(G(z)): 0.0003 / 0.0002 [8983/10000][0/13] Loss_D: 0.0002 Loss_G: 19.6666 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [8984/10000][0/13] Loss_D: 0.0005 Loss_G: 15.3410 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [8985/10000][0/13] Loss_D: 0.0003 Loss_G: 11.1206 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [8986/10000][0/13] Loss_D: 0.0001 Loss_G: 10.8920 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8987/10000][0/13] Loss_D: 1.5934 Loss_G: 37.9622 D(x): 1.0000 D(G(z)): 0.5844 / 0.0000 [8988/10000][0/13] Loss_D: 0.0335 Loss_G: 23.1541 D(x): 1.0000 D(G(z)): 0.0298 / 0.0006 [8989/10000][0/13] Loss_D: 0.0031 Loss_G: 18.8749 D(x): 0.9998 D(G(z)): 0.0029 / 0.0011 [8990/10000][0/13] Loss_D: 0.0005 Loss_G: 9.7933 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [8991/10000][0/13] Loss_D: 0.0011 Loss_G: 8.4066 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [8992/10000][0/13] Loss_D: 0.0009 Loss_G: 7.6972 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [8993/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7423 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [8994/10000][0/13] Loss_D: 0.0024 Loss_G: 7.1963 D(x): 1.0000 D(G(z)): 0.0024 / 0.0017 [8995/10000][0/13] Loss_D: 0.0005 Loss_G: 9.3385 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [8996/10000][0/13] Loss_D: 0.0018 Loss_G: 7.0717 D(x): 1.0000 D(G(z)): 0.0018 / 0.0013 [8997/10000][0/13] Loss_D: 0.0018 Loss_G: 7.4664 D(x): 0.9995 D(G(z)): 0.0013 / 0.0011 [8998/10000][0/13] Loss_D: 0.0001 Loss_G: 10.1932 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [8999/10000][0/13] Loss_D: 0.0066 Loss_G: 6.2337 D(x): 1.0000 D(G(z)): 0.0065 / 0.0027 [9000/10000][0/13] Loss_D: 0.0024 Loss_G: 7.4748 D(x): 0.9999 D(G(z)): 0.0023 / 0.0014 [9001/10000][0/13] Loss_D: 0.0045 Loss_G: 6.6643 D(x): 0.9998 D(G(z)): 0.0043 / 0.0019 [9002/10000][0/13] Loss_D: 0.0016 Loss_G: 7.7361 D(x): 0.9998 D(G(z)): 0.0014 / 0.0008 [9003/10000][0/13] Loss_D: 0.0021 Loss_G: 7.3820 D(x): 0.9999 D(G(z)): 0.0020 / 0.0013 [9004/10000][0/13] Loss_D: 0.0007 Loss_G: 18.0732 D(x): 1.0000 D(G(z)): 0.0007 / 0.0002 [9005/10000][0/13] Loss_D: 0.0101 Loss_G: 14.1164 D(x): 1.0000 D(G(z)): 0.0098 / 0.0005 [9006/10000][0/13] Loss_D: 0.0002 Loss_G: 23.5297 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9007/10000][0/13] Loss_D: 0.0013 Loss_G: 22.6303 D(x): 1.0000 D(G(z)): 0.0013 / 0.0007 [9008/10000][0/13] Loss_D: 0.0020 Loss_G: 14.7381 D(x): 0.9983 D(G(z)): 0.0003 / 0.0002 [9009/10000][0/13] Loss_D: 0.0003 Loss_G: 20.5730 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9010/10000][0/13] Loss_D: 0.0007 Loss_G: 14.2913 D(x): 1.0000 D(G(z)): 0.0007 / 0.0007 [9011/10000][0/13] Loss_D: 0.0031 Loss_G: 14.4561 D(x): 0.9981 D(G(z)): 0.0011 / 0.0010 [9012/10000][0/13] Loss_D: 0.0003 Loss_G: 14.6833 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9013/10000][0/13] Loss_D: 0.0001 Loss_G: 13.0030 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9014/10000][0/13] Loss_D: 0.3375 Loss_G: 17.2144 D(x): 0.9998 D(G(z)): 0.1119 / 0.0002 [9015/10000][0/13] Loss_D: 0.0058 Loss_G: 16.1962 D(x): 0.9987 D(G(z)): 0.0045 / 0.0024 [9016/10000][0/13] Loss_D: 0.0002 Loss_G: 22.5240 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9017/10000][0/13] Loss_D: 0.0011 Loss_G: 11.0580 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [9018/10000][0/13] Loss_D: 0.0001 Loss_G: 11.3151 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9019/10000][0/13] Loss_D: 0.0024 Loss_G: 7.6830 D(x): 1.0000 D(G(z)): 0.0023 / 0.0015 [9020/10000][0/13] Loss_D: 0.0001 Loss_G: 10.9155 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9021/10000][0/13] Loss_D: 0.0006 Loss_G: 7.9303 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9022/10000][0/13] Loss_D: 0.0009 Loss_G: 7.7711 D(x): 0.9999 D(G(z)): 0.0008 / 0.0009 [9023/10000][0/13] Loss_D: 0.0125 Loss_G: 7.8842 D(x): 0.9888 D(G(z)): 0.0004 / 0.0009 [9024/10000][0/13] Loss_D: 0.0005 Loss_G: 8.7743 D(x): 1.0000 D(G(z)): 0.0005 / 0.0006 [9025/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7727 D(x): 0.9995 D(G(z)): 0.0004 / 0.0004 [9026/10000][0/13] Loss_D: 0.0072 Loss_G: 9.6163 D(x): 0.9932 D(G(z)): 0.0002 / 0.0009 [9027/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2791 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9028/10000][0/13] Loss_D: 0.0007 Loss_G: 7.9745 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9029/10000][0/13] Loss_D: 0.0002 Loss_G: 9.1696 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9030/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1178 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9031/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3406 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9032/10000][0/13] Loss_D: 0.0047 Loss_G: 8.5779 D(x): 0.9956 D(G(z)): 0.0003 / 0.0004 [9033/10000][0/13] Loss_D: 0.0009 Loss_G: 8.0825 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [9034/10000][0/13] Loss_D: 0.0001 Loss_G: 11.0374 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9035/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8391 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9036/10000][0/13] Loss_D: 0.0023 Loss_G: 7.8296 D(x): 0.9989 D(G(z)): 0.0011 / 0.0011 [9037/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6173 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [9038/10000][0/13] Loss_D: 0.0005 Loss_G: 9.1874 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [9039/10000][0/13] Loss_D: 0.0015 Loss_G: 8.2218 D(x): 0.9991 D(G(z)): 0.0006 / 0.0006 [9040/10000][0/13] Loss_D: 0.0032 Loss_G: 8.7485 D(x): 1.0000 D(G(z)): 0.0031 / 0.0057 [9041/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9077 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [9042/10000][0/13] Loss_D: 0.0011 Loss_G: 8.8245 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [9043/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2973 D(x): 1.0000 D(G(z)): 0.0006 / 0.0011 [9044/10000][0/13] Loss_D: 0.0001 Loss_G: 10.3985 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9045/10000][0/13] Loss_D: 0.0060 Loss_G: 11.7773 D(x): 0.9943 D(G(z)): 0.0000 / 0.0000 [9046/10000][0/13] Loss_D: 0.0009 Loss_G: 8.3279 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [9047/10000][0/13] Loss_D: 0.0011 Loss_G: 9.6473 D(x): 0.9990 D(G(z)): 0.0001 / 0.0002 [9048/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2100 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9049/10000][0/13] Loss_D: 0.0011 Loss_G: 7.5821 D(x): 1.0000 D(G(z)): 0.0011 / 0.0013 [9050/10000][0/13] Loss_D: 0.0005 Loss_G: 8.4387 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [9051/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5130 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9052/10000][0/13] Loss_D: 0.0028 Loss_G: 6.9393 D(x): 1.0000 D(G(z)): 0.0028 / 0.0016 [9053/10000][0/13] Loss_D: 0.0002 Loss_G: 9.7513 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9054/10000][0/13] Loss_D: 0.0008 Loss_G: 8.9690 D(x): 0.9994 D(G(z)): 0.0002 / 0.0002 [9055/10000][0/13] Loss_D: 0.0001 Loss_G: 10.0139 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9056/10000][0/13] Loss_D: 0.0001 Loss_G: 9.2357 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9057/10000][0/13] Loss_D: 0.0000 Loss_G: 13.8966 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9058/10000][0/13] Loss_D: 0.0432 Loss_G: 8.1876 D(x): 0.9612 D(G(z)): 0.0001 / 0.0007 [9059/10000][0/13] Loss_D: 0.0041 Loss_G: 9.4015 D(x): 0.9965 D(G(z)): 0.0003 / 0.0003 [9060/10000][0/13] Loss_D: 0.0000 Loss_G: 13.6341 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9061/10000][0/13] Loss_D: 0.0002 Loss_G: 9.1600 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9062/10000][0/13] Loss_D: 0.0002 Loss_G: 9.1665 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9063/10000][0/13] Loss_D: 0.0003 Loss_G: 8.7048 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9064/10000][0/13] Loss_D: 0.0000 Loss_G: 13.9223 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9065/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2269 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9066/10000][0/13] Loss_D: 0.0010 Loss_G: 7.2781 D(x): 1.0000 D(G(z)): 0.0010 / 0.0009 [9067/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8525 D(x): 1.0000 D(G(z)): 0.0007 / 0.0038 [9068/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3101 D(x): 1.0000 D(G(z)): 0.0003 / 0.0007 [9069/10000][0/13] Loss_D: 0.0007 Loss_G: 9.1516 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9070/10000][0/13] Loss_D: 0.0003 Loss_G: 10.2111 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9071/10000][0/13] Loss_D: 0.0000 Loss_G: 12.2681 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9072/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8619 D(x): 1.0000 D(G(z)): 0.0009 / 0.0005 [9073/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0002 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9074/10000][0/13] Loss_D: 0.0001 Loss_G: 9.7061 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9075/10000][0/13] Loss_D: 0.0000 Loss_G: 12.3535 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9076/10000][0/13] Loss_D: 0.0007 Loss_G: 8.5885 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [9077/10000][0/13] Loss_D: 0.0000 Loss_G: 13.2325 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9078/10000][0/13] Loss_D: 0.0001 Loss_G: 11.4372 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9079/10000][0/13] Loss_D: 0.0007 Loss_G: 7.6016 D(x): 1.0000 D(G(z)): 0.0006 / 0.0017 [9080/10000][0/13] Loss_D: 0.0000 Loss_G: 13.1690 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9081/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4638 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [9082/10000][0/13] Loss_D: 0.0003 Loss_G: 9.6438 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9083/10000][0/13] Loss_D: 0.0008 Loss_G: 8.5188 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [9084/10000][0/13] Loss_D: 0.0009 Loss_G: 9.1853 D(x): 0.9995 D(G(z)): 0.0004 / 0.0004 [9085/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8465 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9086/10000][0/13] Loss_D: 0.0005 Loss_G: 9.5585 D(x): 0.9997 D(G(z)): 0.0003 / 0.0003 [9087/10000][0/13] Loss_D: 0.0000 Loss_G: 14.0310 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9088/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6879 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [9089/10000][0/13] Loss_D: 0.0008 Loss_G: 8.3359 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [9090/10000][0/13] Loss_D: 0.0001 Loss_G: 14.1881 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9091/10000][0/13] Loss_D: 0.0053 Loss_G: 11.2945 D(x): 0.9949 D(G(z)): 0.0002 / 0.0002 [9092/10000][0/13] Loss_D: 0.0000 Loss_G: 13.8662 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9093/10000][0/13] Loss_D: 0.0009 Loss_G: 8.6249 D(x): 1.0000 D(G(z)): 0.0009 / 0.0010 [9094/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5272 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [9095/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5858 D(x): 0.9998 D(G(z)): 0.0013 / 0.0011 [9096/10000][0/13] Loss_D: 0.0007 Loss_G: 8.6060 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [9097/10000][0/13] Loss_D: 0.0016 Loss_G: 10.9952 D(x): 0.9985 D(G(z)): 0.0000 / 0.0000 [9098/10000][0/13] Loss_D: 0.0003 Loss_G: 8.6163 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9099/10000][0/13] Loss_D: 0.9652 Loss_G: 19.5728 D(x): 0.9650 D(G(z)): 0.0000 / 0.0000 [9100/10000][0/13] Loss_D: 0.0027 Loss_G: 19.0168 D(x): 1.0000 D(G(z)): 0.0027 / 0.0013 [9101/10000][0/13] Loss_D: 0.0011 Loss_G: 17.2115 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [9102/10000][0/13] Loss_D: 0.0008 Loss_G: 12.2197 D(x): 0.9999 D(G(z)): 0.0007 / 0.0004 [9103/10000][0/13] Loss_D: 0.0015 Loss_G: 14.7904 D(x): 1.0000 D(G(z)): 0.0015 / 0.0010 [9104/10000][0/13] Loss_D: 0.0029 Loss_G: 10.6460 D(x): 1.0000 D(G(z)): 0.0029 / 0.0025 [9105/10000][0/13] Loss_D: 0.0003 Loss_G: 12.8247 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9106/10000][0/13] Loss_D: 0.0001 Loss_G: 15.2270 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9107/10000][0/13] Loss_D: 0.0739 Loss_G: 18.1807 D(x): 1.0000 D(G(z)): 0.0680 / 0.0002 [9108/10000][0/13] Loss_D: 0.0020 Loss_G: 15.5433 D(x): 1.0000 D(G(z)): 0.0020 / 0.0012 [9109/10000][0/13] Loss_D: 0.0007 Loss_G: 16.4453 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [9110/10000][0/13] Loss_D: 0.0002 Loss_G: 16.3700 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9111/10000][0/13] Loss_D: 0.0010 Loss_G: 15.7281 D(x): 0.9991 D(G(z)): 0.0001 / 0.0001 [9112/10000][0/13] Loss_D: 0.0002 Loss_G: 13.4216 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9113/10000][0/13] Loss_D: 0.0005 Loss_G: 12.3770 D(x): 1.0000 D(G(z)): 0.0004 / 0.0005 [9114/10000][0/13] Loss_D: 0.0000 Loss_G: 14.8793 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9115/10000][0/13] Loss_D: 0.0001 Loss_G: 11.5547 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9116/10000][0/13] Loss_D: 0.0002 Loss_G: 10.3181 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9117/10000][0/13] Loss_D: 0.0002 Loss_G: 10.6390 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9118/10000][0/13] Loss_D: 0.0032 Loss_G: 7.2783 D(x): 1.0000 D(G(z)): 0.0032 / 0.0020 [9119/10000][0/13] Loss_D: 0.0010 Loss_G: 8.4655 D(x): 0.9998 D(G(z)): 0.0008 / 0.0006 [9120/10000][0/13] Loss_D: 0.0001 Loss_G: 11.1427 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9121/10000][0/13] Loss_D: 0.0008 Loss_G: 17.5436 D(x): 0.9993 D(G(z)): 0.0001 / 0.0001 [9122/10000][0/13] Loss_D: 0.0004 Loss_G: 9.0117 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9123/10000][0/13] Loss_D: 0.0017 Loss_G: 7.4213 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [9124/10000][0/13] Loss_D: 0.0002 Loss_G: 10.5472 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9125/10000][0/13] Loss_D: 0.0002 Loss_G: 9.9847 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9126/10000][0/13] Loss_D: 0.0012 Loss_G: 8.8945 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [9127/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2275 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9128/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1945 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9129/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2746 D(x): 1.0000 D(G(z)): 0.0008 / 0.0010 [9130/10000][0/13] Loss_D: 0.0003 Loss_G: 10.0179 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9131/10000][0/13] Loss_D: 0.0000 Loss_G: 12.3240 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9132/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5048 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9133/10000][0/13] Loss_D: 0.0001 Loss_G: 10.4271 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9134/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1066 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9135/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7419 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9136/10000][0/13] Loss_D: 0.0000 Loss_G: 12.0802 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9137/10000][0/13] Loss_D: 0.0008 Loss_G: 9.3606 D(x): 0.9994 D(G(z)): 0.0002 / 0.0002 [9138/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7401 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9139/10000][0/13] Loss_D: 0.0010 Loss_G: 8.0257 D(x): 0.9997 D(G(z)): 0.0008 / 0.0006 [9140/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4177 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [9141/10000][0/13] Loss_D: 0.0002 Loss_G: 9.1554 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9142/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7640 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9143/10000][0/13] Loss_D: 0.0018 Loss_G: 7.0913 D(x): 0.9998 D(G(z)): 0.0016 / 0.0012 [9144/10000][0/13] Loss_D: 0.0439 Loss_G: 7.9566 D(x): 1.0000 D(G(z)): 0.0255 / 0.0005 [9145/10000][0/13] Loss_D: 0.2000 Loss_G: 17.4376 D(x): 1.0000 D(G(z)): 0.1220 / 0.0001 [9146/10000][0/13] Loss_D: 0.0020 Loss_G: 19.7029 D(x): 1.0000 D(G(z)): 0.0020 / 0.0009 [9147/10000][0/13] Loss_D: 0.0009 Loss_G: 18.6107 D(x): 1.0000 D(G(z)): 0.0009 / 0.0006 [9148/10000][0/13] Loss_D: 0.0002 Loss_G: 17.4215 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9149/10000][0/13] Loss_D: 0.0004 Loss_G: 19.7231 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9150/10000][0/13] Loss_D: 0.0025 Loss_G: 15.7144 D(x): 0.9976 D(G(z)): 0.0000 / 0.0000 [9151/10000][0/13] Loss_D: 0.0016 Loss_G: 18.4790 D(x): 0.9997 D(G(z)): 0.0012 / 0.0007 [9152/10000][0/13] Loss_D: 0.0036 Loss_G: 20.6737 D(x): 0.9983 D(G(z)): 0.0019 / 0.0047 [9153/10000][0/13] Loss_D: 0.0014 Loss_G: 22.0818 D(x): 0.9999 D(G(z)): 0.0013 / 0.0007 [9154/10000][0/13] Loss_D: 0.0094 Loss_G: 24.6302 D(x): 1.0000 D(G(z)): 0.0088 / 0.0002 [9155/10000][0/13] Loss_D: 0.0003 Loss_G: 27.3901 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [9156/10000][0/13] Loss_D: 0.0069 Loss_G: 20.7659 D(x): 1.0000 D(G(z)): 0.0069 / 0.0019 [9157/10000][0/13] Loss_D: 0.0024 Loss_G: 13.3437 D(x): 1.0000 D(G(z)): 0.0024 / 0.0013 [9158/10000][0/13] Loss_D: 0.0005 Loss_G: 13.4920 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9159/10000][0/13] Loss_D: 0.0004 Loss_G: 15.3774 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [9160/10000][0/13] Loss_D: 0.0011 Loss_G: 14.3992 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [9161/10000][0/13] Loss_D: 0.0006 Loss_G: 14.7582 D(x): 1.0000 D(G(z)): 0.0006 / 0.0010 [9162/10000][0/13] Loss_D: 0.0009 Loss_G: 13.9424 D(x): 0.9997 D(G(z)): 0.0006 / 0.0007 [9163/10000][0/13] Loss_D: 0.0012 Loss_G: 10.9110 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [9164/10000][0/13] Loss_D: 0.0014 Loss_G: 13.2571 D(x): 0.9990 D(G(z)): 0.0004 / 0.0003 [9165/10000][0/13] Loss_D: 0.0001 Loss_G: 12.9163 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9166/10000][0/13] Loss_D: 13.9237 Loss_G: 22.4942 D(x): 1.0000 D(G(z)): 0.3233 / 0.0625 [9167/10000][0/13] Loss_D: 0.2939 Loss_G: 43.4590 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [9168/10000][0/13] Loss_D: 0.1436 Loss_G: 42.1581 D(x): 0.9687 D(G(z)): 0.0001 / 0.0043 [9169/10000][0/13] Loss_D: 0.0001 Loss_G: 40.3372 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9170/10000][0/13] Loss_D: 0.0033 Loss_G: 32.6865 D(x): 1.0000 D(G(z)): 0.0032 / 0.0007 [9171/10000][0/13] Loss_D: 0.0006 Loss_G: 23.8735 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [9172/10000][0/13] Loss_D: 0.0009 Loss_G: 21.2886 D(x): 1.0000 D(G(z)): 0.0009 / 0.0002 [9173/10000][0/13] Loss_D: 0.0046 Loss_G: 15.5839 D(x): 1.0000 D(G(z)): 0.0045 / 0.0010 [9174/10000][0/13] Loss_D: 0.0004 Loss_G: 14.3026 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [9175/10000][0/13] Loss_D: 0.0003 Loss_G: 9.8579 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9176/10000][0/13] Loss_D: 0.0010 Loss_G: 8.1525 D(x): 0.9995 D(G(z)): 0.0005 / 0.0005 [9177/10000][0/13] Loss_D: 0.0042 Loss_G: 6.4329 D(x): 0.9988 D(G(z)): 0.0029 / 0.0025 [9178/10000][0/13] Loss_D: 0.0034 Loss_G: 6.9564 D(x): 0.9999 D(G(z)): 0.0033 / 0.0013 [9179/10000][0/13] Loss_D: 1.9516 Loss_G: 29.4368 D(x): 1.0000 D(G(z)): 0.4324 / 0.0000 [9180/10000][0/13] Loss_D: 0.0025 Loss_G: 21.7528 D(x): 1.0000 D(G(z)): 0.0025 / 0.0014 [9181/10000][0/13] Loss_D: 0.0001 Loss_G: 19.4080 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9182/10000][0/13] Loss_D: 0.0001 Loss_G: 19.5651 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9183/10000][0/13] Loss_D: 0.0003 Loss_G: 15.5721 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9184/10000][0/13] Loss_D: 0.0003 Loss_G: 14.7475 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9185/10000][0/13] Loss_D: 0.0007 Loss_G: 19.0118 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9186/10000][0/13] Loss_D: 0.0011 Loss_G: 15.7695 D(x): 0.9993 D(G(z)): 0.0004 / 0.0004 [9187/10000][0/13] Loss_D: 0.2041 Loss_G: 21.2006 D(x): 1.0000 D(G(z)): 0.1359 / 0.0000 [9188/10000][0/13] Loss_D: 0.0027 Loss_G: 21.5744 D(x): 1.0000 D(G(z)): 0.0026 / 0.0013 [9189/10000][0/13] Loss_D: 0.0004 Loss_G: 17.3237 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9190/10000][0/13] Loss_D: 0.0009 Loss_G: 12.3187 D(x): 0.9998 D(G(z)): 0.0007 / 0.0005 [9191/10000][0/13] Loss_D: 0.0029 Loss_G: 11.9959 D(x): 1.0000 D(G(z)): 0.0029 / 0.0017 [9192/10000][0/13] Loss_D: 0.0016 Loss_G: 9.9644 D(x): 0.9995 D(G(z)): 0.0011 / 0.0009 [9193/10000][0/13] Loss_D: 0.0005 Loss_G: 9.1790 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [9194/10000][0/13] Loss_D: 0.0009 Loss_G: 9.0161 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [9195/10000][0/13] Loss_D: 0.0058 Loss_G: 7.6289 D(x): 0.9999 D(G(z)): 0.0056 / 0.0035 [9196/10000][0/13] Loss_D: 0.0069 Loss_G: 7.1765 D(x): 0.9999 D(G(z)): 0.0067 / 0.0032 [9197/10000][0/13] Loss_D: 0.0011 Loss_G: 8.2671 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [9198/10000][0/13] Loss_D: 0.0025 Loss_G: 8.0120 D(x): 0.9989 D(G(z)): 0.0013 / 0.0010 [9199/10000][0/13] Loss_D: 0.0003 Loss_G: 9.2364 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9200/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9750 D(x): 0.9997 D(G(z)): 0.0005 / 0.0008 [9201/10000][0/13] Loss_D: 0.0010 Loss_G: 10.4777 D(x): 0.9990 D(G(z)): 0.0001 / 0.0001 [9202/10000][0/13] Loss_D: 0.0001 Loss_G: 11.0864 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9203/10000][0/13] Loss_D: 0.0023 Loss_G: 7.1181 D(x): 0.9996 D(G(z)): 0.0018 / 0.0014 [9204/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2412 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9205/10000][0/13] Loss_D: 0.0004 Loss_G: 8.7725 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9206/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8647 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9207/10000][0/13] Loss_D: 0.0011 Loss_G: 7.9439 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [9208/10000][0/13] Loss_D: 0.1126 Loss_G: 4.9922 D(x): 0.9309 D(G(z)): 0.0016 / 0.1411 [9209/10000][0/13] Loss_D: 0.0005 Loss_G: 23.3263 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9210/10000][0/13] Loss_D: 0.0006 Loss_G: 19.9179 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9211/10000][0/13] Loss_D: 0.0005 Loss_G: 17.4855 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9212/10000][0/13] Loss_D: 0.0035 Loss_G: 15.0577 D(x): 1.0000 D(G(z)): 0.0034 / 0.0010 [9213/10000][0/13] Loss_D: 0.0022 Loss_G: 16.9008 D(x): 0.9987 D(G(z)): 0.0009 / 0.0009 [9214/10000][0/13] Loss_D: 0.0002 Loss_G: 15.2536 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9215/10000][0/13] Loss_D: 0.1898 Loss_G: 17.2997 D(x): 0.9681 D(G(z)): 0.0002 / 0.0001 [9216/10000][0/13] Loss_D: 0.0006 Loss_G: 14.1598 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9217/10000][0/13] Loss_D: 0.0003 Loss_G: 8.9631 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9218/10000][0/13] Loss_D: 0.0004 Loss_G: 9.5452 D(x): 0.9998 D(G(z)): 0.0002 / 0.0003 [9219/10000][0/13] Loss_D: 0.0013 Loss_G: 8.0931 D(x): 0.9992 D(G(z)): 0.0005 / 0.0005 [9220/10000][0/13] Loss_D: 0.0002 Loss_G: 10.8086 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9221/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8378 D(x): 1.0000 D(G(z)): 0.0007 / 0.0007 [9222/10000][0/13] Loss_D: 0.0055 Loss_G: 7.2657 D(x): 1.0000 D(G(z)): 0.0054 / 0.0051 [9223/10000][0/13] Loss_D: 0.0000 Loss_G: 15.5540 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9224/10000][0/13] Loss_D: 0.5041 Loss_G: 22.7485 D(x): 1.0000 D(G(z)): 0.1445 / 0.0000 [9225/10000][0/13] Loss_D: 0.0009 Loss_G: 28.0369 D(x): 1.0000 D(G(z)): 0.0009 / 0.0010 [9226/10000][0/13] Loss_D: 1.2919 Loss_G: 26.1545 D(x): 0.9687 D(G(z)): 0.0034 / 0.0037 [9227/10000][0/13] Loss_D: 0.0000 Loss_G: 21.9468 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9228/10000][0/13] Loss_D: 0.0000 Loss_G: 17.8944 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9229/10000][0/13] Loss_D: 1.1390 Loss_G: 19.4491 D(x): 0.9687 D(G(z)): 0.0009 / 0.0008 [9230/10000][0/13] Loss_D: 1.4873 Loss_G: 34.4101 D(x): 1.0000 D(G(z)): 0.2277 / 0.0000 [9231/10000][0/13] Loss_D: 0.0002 Loss_G: 42.3493 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9232/10000][0/13] Loss_D: 0.0000 Loss_G: 32.3984 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9233/10000][0/13] Loss_D: 0.0002 Loss_G: 29.2131 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9234/10000][0/13] Loss_D: 0.0027 Loss_G: 33.1953 D(x): 1.0000 D(G(z)): 0.0027 / 0.0017 [9235/10000][0/13] Loss_D: 0.0002 Loss_G: 34.9784 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9236/10000][0/13] Loss_D: 0.0001 Loss_G: 27.2772 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9237/10000][0/13] Loss_D: 0.0004 Loss_G: 29.6208 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9238/10000][0/13] Loss_D: 0.0005 Loss_G: 20.7098 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [9239/10000][0/13] Loss_D: 0.0015 Loss_G: 22.6592 D(x): 1.0000 D(G(z)): 0.0015 / 0.0013 [9240/10000][0/13] Loss_D: 1.4353 Loss_G: 22.0857 D(x): 0.9687 D(G(z)): 0.0015 / 0.0010 [9241/10000][0/13] Loss_D: 0.0018 Loss_G: 17.0906 D(x): 1.0000 D(G(z)): 0.0018 / 0.0038 [9242/10000][0/13] Loss_D: 1.4650 Loss_G: 20.7096 D(x): 0.9687 D(G(z)): 0.0002 / 0.0002 [9243/10000][0/13] Loss_D: 0.0005 Loss_G: 20.0751 D(x): 0.9999 D(G(z)): 0.0005 / 0.0003 [9244/10000][0/13] Loss_D: 0.0025 Loss_G: 16.6688 D(x): 0.9985 D(G(z)): 0.0010 / 0.0008 [9245/10000][0/13] Loss_D: 0.0003 Loss_G: 16.6492 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9246/10000][0/13] Loss_D: 0.0001 Loss_G: 14.9620 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9247/10000][0/13] Loss_D: 0.0006 Loss_G: 9.0016 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9248/10000][0/13] Loss_D: 0.5570 Loss_G: 29.5613 D(x): 1.0000 D(G(z)): 0.1329 / 0.0001 [9249/10000][0/13] Loss_D: 1.0260 Loss_G: 32.0417 D(x): 0.9375 D(G(z)): 0.0000 / 0.0000 [9250/10000][0/13] Loss_D: 0.0001 Loss_G: 28.3866 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9251/10000][0/13] Loss_D: 0.0010 Loss_G: 24.1809 D(x): 0.9992 D(G(z)): 0.0002 / 0.0002 [9252/10000][0/13] Loss_D: 0.0117 Loss_G: 17.2951 D(x): 0.9903 D(G(z)): 0.0001 / 0.0001 [9253/10000][0/13] Loss_D: 0.0059 Loss_G: 11.8831 D(x): 1.0000 D(G(z)): 0.0059 / 0.0025 [9254/10000][0/13] Loss_D: 0.0035 Loss_G: 10.9908 D(x): 0.9999 D(G(z)): 0.0034 / 0.0021 [9255/10000][0/13] Loss_D: 0.0012 Loss_G: 11.3940 D(x): 0.9999 D(G(z)): 0.0011 / 0.0009 [9256/10000][0/13] Loss_D: 0.0005 Loss_G: 10.7432 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9257/10000][0/13] Loss_D: 0.0005 Loss_G: 11.8825 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9258/10000][0/13] Loss_D: 0.0024 Loss_G: 8.7040 D(x): 0.9990 D(G(z)): 0.0014 / 0.0012 [9259/10000][0/13] Loss_D: 0.0009 Loss_G: 9.1675 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [9260/10000][0/13] Loss_D: 0.0381 Loss_G: 7.3477 D(x): 1.0000 D(G(z)): 0.0355 / 0.0060 [9261/10000][0/13] Loss_D: 0.0023 Loss_G: 9.8082 D(x): 1.0000 D(G(z)): 0.0022 / 0.0007 [9262/10000][0/13] Loss_D: 0.0002 Loss_G: 10.6545 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9263/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7788 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9264/10000][0/13] Loss_D: 0.0047 Loss_G: 8.1077 D(x): 0.9968 D(G(z)): 0.0014 / 0.0012 [9265/10000][0/13] Loss_D: 0.0033 Loss_G: 9.7082 D(x): 0.9969 D(G(z)): 0.0002 / 0.0002 [9266/10000][0/13] Loss_D: 0.0110 Loss_G: 9.1401 D(x): 0.9906 D(G(z)): 0.0003 / 0.0006 [9267/10000][0/13] Loss_D: 0.0067 Loss_G: 7.4861 D(x): 0.9986 D(G(z)): 0.0053 / 0.0014 [9268/10000][0/13] Loss_D: 0.0404 Loss_G: 25.4345 D(x): 0.9782 D(G(z)): 0.0052 / 0.0013 [9269/10000][0/13] Loss_D: 0.0015 Loss_G: 23.1309 D(x): 0.9999 D(G(z)): 0.0014 / 0.0012 [9270/10000][0/13] Loss_D: 0.0046 Loss_G: 19.0766 D(x): 1.0000 D(G(z)): 0.0045 / 0.0016 [9271/10000][0/13] Loss_D: 0.0032 Loss_G: 19.1139 D(x): 0.9994 D(G(z)): 0.0026 / 0.0009 [9272/10000][0/13] Loss_D: 0.0005 Loss_G: 14.6219 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9273/10000][0/13] Loss_D: 0.0016 Loss_G: 14.6202 D(x): 1.0000 D(G(z)): 0.0016 / 0.0011 [9274/10000][0/13] Loss_D: 0.0006 Loss_G: 14.1348 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [9275/10000][0/13] Loss_D: 0.0326 Loss_G: 10.6452 D(x): 1.0000 D(G(z)): 0.0304 / 0.0071 [9276/10000][0/13] Loss_D: 0.0021 Loss_G: 10.9593 D(x): 1.0000 D(G(z)): 0.0021 / 0.0016 [9277/10000][0/13] Loss_D: 0.0026 Loss_G: 7.7301 D(x): 0.9999 D(G(z)): 0.0025 / 0.0017 [9278/10000][0/13] Loss_D: 0.0025 Loss_G: 8.2594 D(x): 1.0000 D(G(z)): 0.0025 / 0.0072 [9279/10000][0/13] Loss_D: 0.0424 Loss_G: 6.9744 D(x): 0.9987 D(G(z)): 0.0392 / 0.0022 [9280/10000][0/13] Loss_D: 0.0017 Loss_G: 27.5499 D(x): 0.9984 D(G(z)): 0.0001 / 0.0001 [9281/10000][0/13] Loss_D: 0.0017 Loss_G: 23.5914 D(x): 1.0000 D(G(z)): 0.0016 / 0.0011 [9282/10000][0/13] Loss_D: 0.0008 Loss_G: 11.3437 D(x): 0.9999 D(G(z)): 0.0008 / 0.0009 [9283/10000][0/13] Loss_D: 0.0017 Loss_G: 12.4217 D(x): 0.9998 D(G(z)): 0.0015 / 0.0012 [9284/10000][0/13] Loss_D: 0.0013 Loss_G: 12.0862 D(x): 1.0000 D(G(z)): 0.0013 / 0.0008 [9285/10000][0/13] Loss_D: 0.0001 Loss_G: 11.4827 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9286/10000][0/13] Loss_D: 0.0003 Loss_G: 12.5331 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9287/10000][0/13] Loss_D: 0.0002 Loss_G: 11.7508 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9288/10000][0/13] Loss_D: 0.0017 Loss_G: 10.2528 D(x): 0.9994 D(G(z)): 0.0012 / 0.0010 [9289/10000][0/13] Loss_D: 0.0015 Loss_G: 11.1783 D(x): 0.9989 D(G(z)): 0.0003 / 0.0004 [9290/10000][0/13] Loss_D: 0.0002 Loss_G: 10.5134 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9291/10000][0/13] Loss_D: 0.0007 Loss_G: 9.1349 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9292/10000][0/13] Loss_D: 0.0031 Loss_G: 8.1864 D(x): 0.9981 D(G(z)): 0.0011 / 0.0010 [9293/10000][0/13] Loss_D: 0.0130 Loss_G: 8.2438 D(x): 0.9893 D(G(z)): 0.0007 / 0.0017 [9294/10000][0/13] Loss_D: 0.0004 Loss_G: 9.3349 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9295/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4897 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9296/10000][0/13] Loss_D: 0.0008 Loss_G: 7.8257 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [9297/10000][0/13] Loss_D: 0.0004 Loss_G: 10.1420 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9298/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4276 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9299/10000][0/13] Loss_D: 0.0008 Loss_G: 8.0081 D(x): 0.9997 D(G(z)): 0.0005 / 0.0006 [9300/10000][0/13] Loss_D: 0.0011 Loss_G: 8.5119 D(x): 0.9996 D(G(z)): 0.0007 / 0.0005 [9301/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8935 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9302/10000][0/13] Loss_D: 0.0041 Loss_G: 7.5075 D(x): 1.0000 D(G(z)): 0.0041 / 0.0016 [9303/10000][0/13] Loss_D: 0.0003 Loss_G: 11.8493 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [9304/10000][0/13] Loss_D: 0.0006 Loss_G: 8.0295 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [9305/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9217 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [9306/10000][0/13] Loss_D: 0.2685 Loss_G: 21.9181 D(x): 1.0000 D(G(z)): 0.1468 / 0.0008 [9307/10000][0/13] Loss_D: 0.0481 Loss_G: 23.4976 D(x): 1.0000 D(G(z)): 0.0441 / 0.0005 [9308/10000][0/13] Loss_D: 1.8863 Loss_G: 24.7806 D(x): 0.9375 D(G(z)): 0.0039 / 0.0017 [9309/10000][0/13] Loss_D: 0.0001 Loss_G: 23.9773 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9310/10000][0/13] Loss_D: 0.0034 Loss_G: 21.1466 D(x): 0.9999 D(G(z)): 0.0033 / 0.0015 [9311/10000][0/13] Loss_D: 0.0000 Loss_G: 20.5549 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9312/10000][0/13] Loss_D: 0.0005 Loss_G: 20.6128 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9313/10000][0/13] Loss_D: 0.0048 Loss_G: 16.6932 D(x): 1.0000 D(G(z)): 0.0048 / 0.0033 [9314/10000][0/13] Loss_D: 0.0002 Loss_G: 16.2181 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9315/10000][0/13] Loss_D: 0.0040 Loss_G: 10.6971 D(x): 0.9996 D(G(z)): 0.0035 / 0.0026 [9316/10000][0/13] Loss_D: 0.0090 Loss_G: 11.5265 D(x): 1.0000 D(G(z)): 0.0089 / 0.0101 [9317/10000][0/13] Loss_D: 0.0009 Loss_G: 12.0783 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [9318/10000][0/13] Loss_D: 0.0027 Loss_G: 10.5132 D(x): 1.0000 D(G(z)): 0.0027 / 0.0019 [9319/10000][0/13] Loss_D: 0.0012 Loss_G: 11.0165 D(x): 1.0000 D(G(z)): 0.0012 / 0.0010 [9320/10000][0/13] Loss_D: 0.0023 Loss_G: 9.6390 D(x): 1.0000 D(G(z)): 0.0023 / 0.0019 [9321/10000][0/13] Loss_D: 0.0005 Loss_G: 10.5587 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [9322/10000][0/13] Loss_D: 0.0005 Loss_G: 13.1347 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [9323/10000][0/13] Loss_D: 0.0005 Loss_G: 12.4693 D(x): 0.9998 D(G(z)): 0.0003 / 0.0002 [9324/10000][0/13] Loss_D: 0.0017 Loss_G: 11.3172 D(x): 0.9995 D(G(z)): 0.0011 / 0.0010 [9325/10000][0/13] Loss_D: 0.0004 Loss_G: 12.7968 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9326/10000][0/13] Loss_D: 0.0005 Loss_G: 11.5629 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [9327/10000][0/13] Loss_D: 0.0022 Loss_G: 10.3446 D(x): 1.0000 D(G(z)): 0.0022 / 0.0091 [9328/10000][0/13] Loss_D: 0.0033 Loss_G: 11.3320 D(x): 0.9968 D(G(z)): 0.0001 / 0.0001 [9329/10000][0/13] Loss_D: 0.0003 Loss_G: 11.0371 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9330/10000][0/13] Loss_D: 0.0002 Loss_G: 11.0614 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9331/10000][0/13] Loss_D: 0.0098 Loss_G: 5.9687 D(x): 1.0000 D(G(z)): 0.0094 / 0.0099 [9332/10000][0/13] Loss_D: 0.0002 Loss_G: 10.7708 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9333/10000][0/13] Loss_D: 0.0003 Loss_G: 9.9374 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [9334/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3571 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9335/10000][0/13] Loss_D: 0.0002 Loss_G: 8.9506 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9336/10000][0/13] Loss_D: 0.0000 Loss_G: 11.3308 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9337/10000][0/13] Loss_D: 0.0009 Loss_G: 8.0530 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [9338/10000][0/13] Loss_D: 0.0000 Loss_G: 12.3938 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9339/10000][0/13] Loss_D: 0.0008 Loss_G: 7.5791 D(x): 1.0000 D(G(z)): 0.0008 / 0.0041 [9340/10000][0/13] Loss_D: 0.0005 Loss_G: 16.6179 D(x): 0.9995 D(G(z)): 0.0000 / 0.0000 [9341/10000][0/13] Loss_D: 0.9943 Loss_G: 22.6836 D(x): 1.0000 D(G(z)): 0.3255 / 0.0000 [9342/10000][0/13] Loss_D: 0.0014 Loss_G: 29.5471 D(x): 1.0000 D(G(z)): 0.0013 / 0.0004 [9343/10000][0/13] Loss_D: 0.0023 Loss_G: 25.4906 D(x): 0.9999 D(G(z)): 0.0022 / 0.0007 [9344/10000][0/13] Loss_D: 0.0004 Loss_G: 25.9020 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9345/10000][0/13] Loss_D: 0.0004 Loss_G: 23.1106 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [9346/10000][0/13] Loss_D: 0.0018 Loss_G: 21.0251 D(x): 0.9988 D(G(z)): 0.0006 / 0.0005 [9347/10000][0/13] Loss_D: 0.0184 Loss_G: 22.5994 D(x): 0.9841 D(G(z)): 0.0003 / 0.0015 [9348/10000][0/13] Loss_D: 0.0003 Loss_G: 17.4407 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [9349/10000][0/13] Loss_D: 0.0005 Loss_G: 18.7527 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [9350/10000][0/13] Loss_D: 0.0004 Loss_G: 16.1841 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [9351/10000][0/13] Loss_D: 0.0010 Loss_G: 12.0838 D(x): 0.9998 D(G(z)): 0.0008 / 0.0007 [9352/10000][0/13] Loss_D: 0.0014 Loss_G: 11.1735 D(x): 1.0000 D(G(z)): 0.0013 / 0.0007 [9353/10000][0/13] Loss_D: 0.0000 Loss_G: 16.7806 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9354/10000][0/13] Loss_D: 0.0002 Loss_G: 10.9540 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9355/10000][0/13] Loss_D: 0.0007 Loss_G: 11.9969 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [9356/10000][0/13] Loss_D: 0.0030 Loss_G: 8.2864 D(x): 1.0000 D(G(z)): 0.0029 / 0.0028 [9357/10000][0/13] Loss_D: 0.0004 Loss_G: 9.4163 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9358/10000][0/13] Loss_D: 0.0007 Loss_G: 8.4568 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9359/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3393 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9360/10000][0/13] Loss_D: 0.0018 Loss_G: 7.1477 D(x): 0.9999 D(G(z)): 0.0017 / 0.0015 [9361/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2491 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9362/10000][0/13] Loss_D: 0.0001 Loss_G: 10.9718 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9363/10000][0/13] Loss_D: 0.0017 Loss_G: 7.9475 D(x): 1.0000 D(G(z)): 0.0017 / 0.0013 [9364/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5037 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9365/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5308 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [9366/10000][0/13] Loss_D: 0.0001 Loss_G: 9.7958 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9367/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2484 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [9368/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4122 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9369/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7367 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9370/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9217 D(x): 0.9998 D(G(z)): 0.0002 / 0.0002 [9371/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5324 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [9372/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0395 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9373/10000][0/13] Loss_D: 0.0004 Loss_G: 10.7598 D(x): 0.9996 D(G(z)): 0.0000 / 0.0000 [9374/10000][0/13] Loss_D: 0.0003 Loss_G: 8.9897 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9375/10000][0/13] Loss_D: 0.0002 Loss_G: 11.0797 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9376/10000][0/13] Loss_D: 0.0019 Loss_G: 7.8111 D(x): 0.9998 D(G(z)): 0.0016 / 0.0011 [9377/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0839 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9378/10000][0/13] Loss_D: 0.0001 Loss_G: 10.3733 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9379/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2037 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9380/10000][0/13] Loss_D: 0.0001 Loss_G: 10.3898 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9381/10000][0/13] Loss_D: 0.0121 Loss_G: 9.0099 D(x): 0.9885 D(G(z)): 0.0002 / 0.0005 [9382/10000][0/13] Loss_D: 0.0000 Loss_G: 13.6122 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9383/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1391 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9384/10000][0/13] Loss_D: 0.0019 Loss_G: 8.1275 D(x): 1.0000 D(G(z)): 0.0019 / 0.0009 [9385/10000][0/13] Loss_D: 0.0002 Loss_G: 11.0006 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9386/10000][0/13] Loss_D: 0.0028 Loss_G: 9.7127 D(x): 0.9974 D(G(z)): 0.0002 / 0.0002 [9387/10000][0/13] Loss_D: 1.5906 Loss_G: 16.6326 D(x): 0.8926 D(G(z)): 0.0000 / 0.0000 [9388/10000][0/13] Loss_D: 0.0004 Loss_G: 14.1718 D(x): 1.0000 D(G(z)): 0.0004 / 0.0002 [9389/10000][0/13] Loss_D: 0.0047 Loss_G: 11.6175 D(x): 0.9999 D(G(z)): 0.0045 / 0.0022 [9390/10000][0/13] Loss_D: 0.0001 Loss_G: 12.0974 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9391/10000][0/13] Loss_D: 0.0003 Loss_G: 12.0472 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9392/10000][0/13] Loss_D: 0.3958 Loss_G: 48.1193 D(x): 0.8801 D(G(z)): 0.0000 / 0.0000 [9393/10000][0/13] Loss_D: 0.0000 Loss_G: 30.7882 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9394/10000][0/13] Loss_D: 0.0020 Loss_G: 18.8831 D(x): 1.0000 D(G(z)): 0.0020 / 0.0013 [9395/10000][0/13] Loss_D: 0.0011 Loss_G: 15.6248 D(x): 1.0000 D(G(z)): 0.0011 / 0.0005 [9396/10000][0/13] Loss_D: 0.0103 Loss_G: 10.3601 D(x): 0.9989 D(G(z)): 0.0091 / 0.0017 [9397/10000][0/13] Loss_D: 0.0081 Loss_G: 11.5429 D(x): 0.9999 D(G(z)): 0.0075 / 0.0001 [9398/10000][0/13] Loss_D: 0.0721 Loss_G: 5.1717 D(x): 1.0000 D(G(z)): 0.0615 / 0.0911 [9399/10000][0/13] Loss_D: 0.0019 Loss_G: 26.3198 D(x): 0.9981 D(G(z)): 0.0000 / 0.0000 [9400/10000][0/13] Loss_D: 0.0006 Loss_G: 22.1103 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [9401/10000][0/13] Loss_D: 0.0005 Loss_G: 19.7112 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [9402/10000][0/13] Loss_D: 0.0069 Loss_G: 16.0185 D(x): 1.0000 D(G(z)): 0.0068 / 0.0021 [9403/10000][0/13] Loss_D: 0.0005 Loss_G: 14.1847 D(x): 0.9995 D(G(z)): 0.0000 / 0.0000 [9404/10000][0/13] Loss_D: 0.0096 Loss_G: 12.9760 D(x): 1.0000 D(G(z)): 0.0094 / 0.0023 [9405/10000][0/13] Loss_D: 0.0010 Loss_G: 12.2164 D(x): 0.9998 D(G(z)): 0.0008 / 0.0006 [9406/10000][0/13] Loss_D: 0.0004 Loss_G: 13.9178 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9407/10000][0/13] Loss_D: 0.0092 Loss_G: 18.5281 D(x): 0.9913 D(G(z)): 0.0002 / 0.0002 [9408/10000][0/13] Loss_D: 0.0000 Loss_G: 17.2975 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9409/10000][0/13] Loss_D: 0.0006 Loss_G: 14.0005 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9410/10000][0/13] Loss_D: 0.0070 Loss_G: 12.9621 D(x): 0.9937 D(G(z)): 0.0000 / 0.0003 [9411/10000][0/13] Loss_D: 0.0003 Loss_G: 11.6146 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9412/10000][0/13] Loss_D: 0.0013 Loss_G: 7.9502 D(x): 1.0000 D(G(z)): 0.0013 / 0.0046 [9413/10000][0/13] Loss_D: 0.0010 Loss_G: 8.4297 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [9414/10000][0/13] Loss_D: 0.0022 Loss_G: 7.0708 D(x): 1.0000 D(G(z)): 0.0021 / 0.0015 [9415/10000][0/13] Loss_D: 0.0009 Loss_G: 8.9585 D(x): 0.9994 D(G(z)): 0.0003 / 0.0003 [9416/10000][0/13] Loss_D: 0.0133 Loss_G: 11.3057 D(x): 1.0000 D(G(z)): 0.0108 / 0.0000 [9417/10000][0/13] Loss_D: 0.0021 Loss_G: 8.2492 D(x): 0.9987 D(G(z)): 0.0008 / 0.0007 [9418/10000][0/13] Loss_D: 0.0014 Loss_G: 7.0526 D(x): 1.0000 D(G(z)): 0.0014 / 0.0015 [9419/10000][0/13] Loss_D: 0.0005 Loss_G: 8.1627 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9420/10000][0/13] Loss_D: 0.0003 Loss_G: 9.0786 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9421/10000][0/13] Loss_D: 0.0021 Loss_G: 7.1596 D(x): 0.9998 D(G(z)): 0.0019 / 0.0014 [9422/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8718 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9423/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7134 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9424/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0682 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9425/10000][0/13] Loss_D: 0.0073 Loss_G: 6.3662 D(x): 0.9999 D(G(z)): 0.0071 / 0.0053 [9426/10000][0/13] Loss_D: 6.3125 Loss_G: 8.8035 D(x): 1.0000 D(G(z)): 0.1212 / 0.0632 [9427/10000][0/13] Loss_D: 0.0010 Loss_G: 25.3910 D(x): 1.0000 D(G(z)): 0.0010 / 0.0010 [9428/10000][0/13] Loss_D: 0.0002 Loss_G: 19.0324 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9429/10000][0/13] Loss_D: 0.0004 Loss_G: 17.8625 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9430/10000][0/13] Loss_D: 0.0007 Loss_G: 18.0906 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9431/10000][0/13] Loss_D: 0.0030 Loss_G: 16.2452 D(x): 0.9983 D(G(z)): 0.0012 / 0.0009 [9432/10000][0/13] Loss_D: 0.0005 Loss_G: 15.5217 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9433/10000][0/13] Loss_D: 0.0003 Loss_G: 16.1015 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9434/10000][0/13] Loss_D: 0.0006 Loss_G: 14.5973 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [9435/10000][0/13] Loss_D: 0.0027 Loss_G: 11.7016 D(x): 1.0000 D(G(z)): 0.0027 / 0.0017 [9436/10000][0/13] Loss_D: 0.0001 Loss_G: 15.7065 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9437/10000][0/13] Loss_D: 0.0012 Loss_G: 17.4064 D(x): 0.9990 D(G(z)): 0.0001 / 0.0001 [9438/10000][0/13] Loss_D: 0.0005 Loss_G: 15.9340 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9439/10000][0/13] Loss_D: 0.0003 Loss_G: 14.3413 D(x): 0.9999 D(G(z)): 0.0002 / 0.0003 [9440/10000][0/13] Loss_D: 0.0008 Loss_G: 14.2969 D(x): 0.9992 D(G(z)): 0.0001 / 0.0001 [9441/10000][0/13] Loss_D: 0.0003 Loss_G: 14.9374 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9442/10000][0/13] Loss_D: 0.0003 Loss_G: 15.4204 D(x): 0.9998 D(G(z)): 0.0001 / 0.0000 [9443/10000][0/13] Loss_D: 0.0041 Loss_G: 11.3748 D(x): 1.0000 D(G(z)): 0.0041 / 0.0183 [9444/10000][0/13] Loss_D: 0.0002 Loss_G: 14.8743 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9445/10000][0/13] Loss_D: 0.0033 Loss_G: 11.8471 D(x): 1.0000 D(G(z)): 0.0032 / 0.0013 [9446/10000][0/13] Loss_D: 0.0003 Loss_G: 9.9999 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9447/10000][0/13] Loss_D: 0.0010 Loss_G: 8.7798 D(x): 1.0000 D(G(z)): 0.0010 / 0.0006 [9448/10000][0/13] Loss_D: 0.0019 Loss_G: 7.4600 D(x): 1.0000 D(G(z)): 0.0019 / 0.0012 [9449/10000][0/13] Loss_D: 0.0025 Loss_G: 7.1330 D(x): 1.0000 D(G(z)): 0.0025 / 0.0017 [9450/10000][0/13] Loss_D: 0.0012 Loss_G: 8.7436 D(x): 0.9992 D(G(z)): 0.0004 / 0.0004 [9451/10000][0/13] Loss_D: 0.0005 Loss_G: 9.5532 D(x): 0.9998 D(G(z)): 0.0003 / 0.0003 [9452/10000][0/13] Loss_D: 0.0026 Loss_G: 14.5884 D(x): 0.9986 D(G(z)): 0.0012 / 0.0006 [9453/10000][0/13] Loss_D: 0.0003 Loss_G: 16.0413 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9454/10000][0/13] Loss_D: 0.0005 Loss_G: 12.4342 D(x): 0.9997 D(G(z)): 0.0002 / 0.0001 [9455/10000][0/13] Loss_D: 0.0001 Loss_G: 15.7635 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9456/10000][0/13] Loss_D: 0.0008 Loss_G: 14.2890 D(x): 0.9993 D(G(z)): 0.0002 / 0.0002 [9457/10000][0/13] Loss_D: 0.0489 Loss_G: 11.0470 D(x): 1.0000 D(G(z)): 0.0280 / 0.0032 [9458/10000][0/13] Loss_D: 0.0120 Loss_G: 14.5185 D(x): 1.0000 D(G(z)): 0.0109 / 0.0001 [9459/10000][0/13] Loss_D: 0.0028 Loss_G: 14.9714 D(x): 0.9999 D(G(z)): 0.0027 / 0.0064 [9460/10000][0/13] Loss_D: 0.0047 Loss_G: 11.4526 D(x): 1.0000 D(G(z)): 0.0046 / 0.0012 [9461/10000][0/13] Loss_D: 0.0039 Loss_G: 9.8501 D(x): 1.0000 D(G(z)): 0.0039 / 0.0016 [9462/10000][0/13] Loss_D: 0.0014 Loss_G: 14.7619 D(x): 1.0000 D(G(z)): 0.0014 / 0.0008 [9463/10000][0/13] Loss_D: 0.0015 Loss_G: 12.3357 D(x): 0.9998 D(G(z)): 0.0013 / 0.0010 [9464/10000][0/13] Loss_D: 0.0020 Loss_G: 11.9422 D(x): 0.9984 D(G(z)): 0.0005 / 0.0003 [9465/10000][0/13] Loss_D: 0.0009 Loss_G: 16.6089 D(x): 0.9998 D(G(z)): 0.0007 / 0.0007 [9466/10000][0/13] Loss_D: 0.0005 Loss_G: 18.9824 D(x): 1.0000 D(G(z)): 0.0004 / 0.0001 [9467/10000][0/13] Loss_D: 0.0103 Loss_G: 20.2199 D(x): 1.0000 D(G(z)): 0.0088 / 0.0002 [9468/10000][0/13] Loss_D: 0.0004 Loss_G: 18.5003 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [9469/10000][0/13] Loss_D: 0.0001 Loss_G: 18.1120 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9470/10000][0/13] Loss_D: 0.0424 Loss_G: 21.7301 D(x): 0.9698 D(G(z)): 0.0009 / 0.0009 [9471/10000][0/13] Loss_D: 0.0001 Loss_G: 14.6174 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9472/10000][0/13] Loss_D: 0.0001 Loss_G: 16.6223 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9473/10000][0/13] Loss_D: 0.0001 Loss_G: 16.3785 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9474/10000][0/13] Loss_D: 0.0000 Loss_G: 14.1333 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9475/10000][0/13] Loss_D: 0.0002 Loss_G: 15.2791 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9476/10000][0/13] Loss_D: 0.0018 Loss_G: 12.4848 D(x): 0.9996 D(G(z)): 0.0014 / 0.0017 [9477/10000][0/13] Loss_D: 0.0010 Loss_G: 12.5193 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [9478/10000][0/13] Loss_D: 0.0001 Loss_G: 14.3706 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9479/10000][0/13] Loss_D: 0.0000 Loss_G: 14.0704 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9480/10000][0/13] Loss_D: 0.0001 Loss_G: 13.1036 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9481/10000][0/13] Loss_D: 0.0002 Loss_G: 12.3153 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9482/10000][0/13] Loss_D: 0.0001 Loss_G: 12.6315 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9483/10000][0/13] Loss_D: 0.0008 Loss_G: 9.4001 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [9484/10000][0/13] Loss_D: 0.0005 Loss_G: 12.1740 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [9485/10000][0/13] Loss_D: 0.0004 Loss_G: 11.7509 D(x): 0.9998 D(G(z)): 0.0002 / 0.0001 [9486/10000][0/13] Loss_D: 0.0003 Loss_G: 11.7812 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9487/10000][0/13] Loss_D: 0.0002 Loss_G: 12.1156 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9488/10000][0/13] Loss_D: 0.0002 Loss_G: 10.5582 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9489/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7841 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9490/10000][0/13] Loss_D: 0.0005 Loss_G: 10.0038 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9491/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2415 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9492/10000][0/13] Loss_D: 0.0005 Loss_G: 10.1230 D(x): 0.9996 D(G(z)): 0.0002 / 0.0001 [9493/10000][0/13] Loss_D: 0.0002 Loss_G: 12.2386 D(x): 0.9999 D(G(z)): 0.0001 / 0.0003 [9494/10000][0/13] Loss_D: 0.0010 Loss_G: 9.6429 D(x): 1.0000 D(G(z)): 0.0010 / 0.0006 [9495/10000][0/13] Loss_D: 0.0013 Loss_G: 7.8244 D(x): 1.0000 D(G(z)): 0.0013 / 0.0011 [9496/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8417 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9497/10000][0/13] Loss_D: 0.0003 Loss_G: 9.8602 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9498/10000][0/13] Loss_D: 0.0002 Loss_G: 10.4682 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9499/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5661 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9500/10000][0/13] Loss_D: 0.0091 Loss_G: 8.1157 D(x): 0.9920 D(G(z)): 0.0007 / 0.0027 [9501/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2995 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9502/10000][0/13] Loss_D: 0.0002 Loss_G: 9.9866 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9503/10000][0/13] Loss_D: 0.3346 Loss_G: 19.4120 D(x): 0.9999 D(G(z)): 0.1299 / 0.0000 [9504/10000][0/13] Loss_D: 0.0010 Loss_G: 27.8795 D(x): 1.0000 D(G(z)): 0.0010 / 0.0006 [9505/10000][0/13] Loss_D: 0.0001 Loss_G: 29.9094 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9506/10000][0/13] Loss_D: 0.0002 Loss_G: 24.3294 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9507/10000][0/13] Loss_D: 1.0740 Loss_G: 31.4724 D(x): 0.9687 D(G(z)): 0.0012 / 0.0007 [9508/10000][0/13] Loss_D: 0.0000 Loss_G: 31.9429 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9509/10000][0/13] Loss_D: 0.0043 Loss_G: 29.6524 D(x): 0.9959 D(G(z)): 0.0001 / 0.0001 [9510/10000][0/13] Loss_D: 0.0009 Loss_G: 24.9743 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [9511/10000][0/13] Loss_D: 0.0023 Loss_G: 24.0699 D(x): 1.0000 D(G(z)): 0.0023 / 0.0008 [9512/10000][0/13] Loss_D: 0.0013 Loss_G: 25.2059 D(x): 1.0000 D(G(z)): 0.0013 / 0.0010 [9513/10000][0/13] Loss_D: 0.0500 Loss_G: 24.6311 D(x): 1.0000 D(G(z)): 0.0393 / 0.0007 [9514/10000][0/13] Loss_D: 0.0017 Loss_G: 19.6682 D(x): 0.9984 D(G(z)): 0.0001 / 0.0001 [9515/10000][0/13] Loss_D: 0.0005 Loss_G: 14.7770 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [9516/10000][0/13] Loss_D: 0.0001 Loss_G: 13.9656 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9517/10000][0/13] Loss_D: 0.0041 Loss_G: 7.9442 D(x): 1.0000 D(G(z)): 0.0041 / 0.0016 [9518/10000][0/13] Loss_D: 3.1657 Loss_G: 35.2435 D(x): 0.4023 D(G(z)): 0.0000 / 0.0000 [9519/10000][0/13] Loss_D: 0.0018 Loss_G: 23.7588 D(x): 0.9996 D(G(z)): 0.0014 / 0.0010 [9520/10000][0/13] Loss_D: 0.0082 Loss_G: 23.4191 D(x): 0.9999 D(G(z)): 0.0080 / 0.0018 [9521/10000][0/13] Loss_D: 0.0068 Loss_G: 14.8877 D(x): 1.0000 D(G(z)): 0.0067 / 0.0011 [9522/10000][0/13] Loss_D: 0.0019 Loss_G: 13.7211 D(x): 0.9987 D(G(z)): 0.0006 / 0.0003 [9523/10000][0/13] Loss_D: 0.0016 Loss_G: 12.2221 D(x): 1.0000 D(G(z)): 0.0016 / 0.0009 [9524/10000][0/13] Loss_D: 0.0004 Loss_G: 14.8739 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9525/10000][0/13] Loss_D: 0.0018 Loss_G: 11.2772 D(x): 0.9999 D(G(z)): 0.0017 / 0.0010 [9526/10000][0/13] Loss_D: 0.0009 Loss_G: 8.7413 D(x): 0.9999 D(G(z)): 0.0008 / 0.0011 [9527/10000][0/13] Loss_D: 0.0005 Loss_G: 11.4482 D(x): 0.9999 D(G(z)): 0.0004 / 0.0003 [9528/10000][0/13] Loss_D: 0.0007 Loss_G: 11.2828 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9529/10000][0/13] Loss_D: 0.0005 Loss_G: 9.3744 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9530/10000][0/13] Loss_D: 0.0007 Loss_G: 12.3611 D(x): 1.0000 D(G(z)): 0.0007 / 0.0003 [9531/10000][0/13] Loss_D: 0.0011 Loss_G: 8.4788 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [9532/10000][0/13] Loss_D: 0.0012 Loss_G: 8.1998 D(x): 1.0000 D(G(z)): 0.0012 / 0.0008 [9533/10000][0/13] Loss_D: 0.0018 Loss_G: 7.4814 D(x): 1.0000 D(G(z)): 0.0018 / 0.0013 [9534/10000][0/13] Loss_D: 0.0169 Loss_G: 5.8405 D(x): 0.9998 D(G(z)): 0.0146 / 0.0120 [9535/10000][0/13] Loss_D: 0.0000 Loss_G: 13.8223 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9536/10000][0/13] Loss_D: 0.0000 Loss_G: 12.1829 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9537/10000][0/13] Loss_D: 0.0004 Loss_G: 9.3766 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9538/10000][0/13] Loss_D: 0.0006 Loss_G: 8.9468 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9539/10000][0/13] Loss_D: 0.0036 Loss_G: 7.2057 D(x): 0.9995 D(G(z)): 0.0032 / 0.0019 [9540/10000][0/13] Loss_D: 0.0004 Loss_G: 9.0803 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9541/10000][0/13] Loss_D: 0.0004 Loss_G: 9.7098 D(x): 0.9999 D(G(z)): 0.0003 / 0.0002 [9542/10000][0/13] Loss_D: 0.0006 Loss_G: 8.7790 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [9543/10000][0/13] Loss_D: 0.0005 Loss_G: 10.1086 D(x): 0.9996 D(G(z)): 0.0001 / 0.0001 [9544/10000][0/13] Loss_D: 0.0008 Loss_G: 8.1806 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [9545/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7268 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9546/10000][0/13] Loss_D: 0.0010 Loss_G: 8.2099 D(x): 0.9996 D(G(z)): 0.0006 / 0.0005 [9547/10000][0/13] Loss_D: 0.0015 Loss_G: 7.8622 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [9548/10000][0/13] Loss_D: 0.0004 Loss_G: 9.0181 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [9549/10000][0/13] Loss_D: 0.0082 Loss_G: 7.0156 D(x): 0.9937 D(G(z)): 0.0018 / 0.0019 [9550/10000][0/13] Loss_D: 0.0023 Loss_G: 7.3867 D(x): 1.0000 D(G(z)): 0.0022 / 0.0008 [9551/10000][0/13] Loss_D: 0.0004 Loss_G: 8.9706 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [9552/10000][0/13] Loss_D: 0.0008 Loss_G: 8.8476 D(x): 0.9995 D(G(z)): 0.0003 / 0.0003 [9553/10000][0/13] Loss_D: 0.0006 Loss_G: 8.3531 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [9554/10000][0/13] Loss_D: 0.0000 Loss_G: 14.1106 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9555/10000][0/13] Loss_D: 0.0012 Loss_G: 8.3082 D(x): 0.9993 D(G(z)): 0.0005 / 0.0005 [9556/10000][0/13] Loss_D: 0.0004 Loss_G: 9.9231 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [9557/10000][0/13] Loss_D: 0.0014 Loss_G: 7.2239 D(x): 0.9998 D(G(z)): 0.0012 / 0.0010 [9558/10000][0/13] Loss_D: 0.0036 Loss_G: 6.1620 D(x): 1.0000 D(G(z)): 0.0035 / 0.0043 [9559/10000][0/13] Loss_D: 0.0058 Loss_G: 7.3910 D(x): 1.0000 D(G(z)): 0.0056 / 0.0021 [9560/10000][0/13] Loss_D: 0.0020 Loss_G: 10.2122 D(x): 0.9980 D(G(z)): 0.0001 / 0.0001 [9561/10000][0/13] Loss_D: 0.0000 Loss_G: 11.0095 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9562/10000][0/13] Loss_D: 0.0017 Loss_G: 6.8083 D(x): 1.0000 D(G(z)): 0.0017 / 0.0027 [9563/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8413 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9564/10000][0/13] Loss_D: 0.0005 Loss_G: 8.2151 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [9565/10000][0/13] Loss_D: 0.0062 Loss_G: 6.6206 D(x): 0.9962 D(G(z)): 0.0023 / 0.0021 [9566/10000][0/13] Loss_D: 0.0006 Loss_G: 8.6439 D(x): 0.9999 D(G(z)): 0.0005 / 0.0003 [9567/10000][0/13] Loss_D: 0.0021 Loss_G: 8.9194 D(x): 0.9981 D(G(z)): 0.0002 / 0.0002 [9568/10000][0/13] Loss_D: 0.0249 Loss_G: 7.9329 D(x): 1.0000 D(G(z)): 0.0229 / 0.0007 [9569/10000][0/13] Loss_D: 0.0007 Loss_G: 9.0170 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [9570/10000][0/13] Loss_D: 0.0004 Loss_G: 9.0793 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9571/10000][0/13] Loss_D: 0.1752 Loss_G: 19.4797 D(x): 0.9999 D(G(z)): 0.1168 / 0.0001 [9572/10000][0/13] Loss_D: 0.0001 Loss_G: 12.9302 D(x): 1.0000 D(G(z)): 0.0001 / 0.0002 [9573/10000][0/13] Loss_D: 0.0003 Loss_G: 9.3337 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9574/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8205 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9575/10000][0/13] Loss_D: 0.0003 Loss_G: 8.7909 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9576/10000][0/13] Loss_D: 0.0016 Loss_G: 7.9787 D(x): 0.9992 D(G(z)): 0.0007 / 0.0007 [9577/10000][0/13] Loss_D: 0.0007 Loss_G: 8.3801 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9578/10000][0/13] Loss_D: 0.0028 Loss_G: 8.9826 D(x): 1.0000 D(G(z)): 0.0028 / 0.0007 [9579/10000][0/13] Loss_D: 0.0014 Loss_G: 20.7158 D(x): 0.9999 D(G(z)): 0.0013 / 0.0008 [9580/10000][0/13] Loss_D: 1.0736 Loss_G: 22.2092 D(x): 0.9681 D(G(z)): 0.0007 / 0.0004 [9581/10000][0/13] Loss_D: 0.0004 Loss_G: 22.1064 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9582/10000][0/13] Loss_D: 0.0014 Loss_G: 15.1980 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [9583/10000][0/13] Loss_D: 0.0010 Loss_G: 13.3807 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [9584/10000][0/13] Loss_D: 0.4504 Loss_G: 23.2047 D(x): 1.0000 D(G(z)): 0.2141 / 0.0002 [9585/10000][0/13] Loss_D: 0.0008 Loss_G: 29.3507 D(x): 0.9997 D(G(z)): 0.0006 / 0.0005 [9586/10000][0/13] Loss_D: 0.0005 Loss_G: 26.1093 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9587/10000][0/13] Loss_D: 0.0009 Loss_G: 25.9506 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [9588/10000][0/13] Loss_D: 7.0982 Loss_G: 37.2887 D(x): 1.0000 D(G(z)): 0.2585 / 0.0701 [9589/10000][0/13] Loss_D: 0.0000 Loss_G: 36.4356 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9590/10000][0/13] Loss_D: 0.0000 Loss_G: 26.1587 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9591/10000][0/13] Loss_D: 0.0069 Loss_G: 19.2547 D(x): 1.0000 D(G(z)): 0.0068 / 0.0019 [9592/10000][0/13] Loss_D: 0.0043 Loss_G: 19.5047 D(x): 1.0000 D(G(z)): 0.0042 / 0.0019 [9593/10000][0/13] Loss_D: 0.0001 Loss_G: 16.5159 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9594/10000][0/13] Loss_D: 0.0001 Loss_G: 18.9611 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9595/10000][0/13] Loss_D: 0.0001 Loss_G: 15.2962 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9596/10000][0/13] Loss_D: 0.0006 Loss_G: 11.6331 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9597/10000][0/13] Loss_D: 0.0008 Loss_G: 9.3668 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [9598/10000][0/13] Loss_D: 0.0010 Loss_G: 9.1029 D(x): 1.0000 D(G(z)): 0.0010 / 0.0005 [9599/10000][0/13] Loss_D: 0.0012 Loss_G: 8.1510 D(x): 0.9999 D(G(z)): 0.0011 / 0.0008 [9600/10000][0/13] Loss_D: 0.0001 Loss_G: 11.9127 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9601/10000][0/13] Loss_D: 0.0024 Loss_G: 8.2720 D(x): 1.0000 D(G(z)): 0.0024 / 0.0016 [9602/10000][0/13] Loss_D: 0.0005 Loss_G: 8.9521 D(x): 0.9999 D(G(z)): 0.0005 / 0.0004 [9603/10000][0/13] Loss_D: 0.0063 Loss_G: 10.1013 D(x): 0.9941 D(G(z)): 0.0002 / 0.0002 [9604/10000][0/13] Loss_D: 0.1545 Loss_G: 21.4738 D(x): 1.0000 D(G(z)): 0.0693 / 0.0001 [9605/10000][0/13] Loss_D: 0.0010 Loss_G: 14.0168 D(x): 1.0000 D(G(z)): 0.0010 / 0.0007 [9606/10000][0/13] Loss_D: 0.0006 Loss_G: 9.8711 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [9607/10000][0/13] Loss_D: 0.0002 Loss_G: 10.3770 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9608/10000][0/13] Loss_D: 0.0057 Loss_G: 7.0374 D(x): 1.0000 D(G(z)): 0.0056 / 0.0037 [9609/10000][0/13] Loss_D: 0.0007 Loss_G: 8.4516 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9610/10000][0/13] Loss_D: 0.0000 Loss_G: 11.1162 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9611/10000][0/13] Loss_D: 0.0011 Loss_G: 8.0370 D(x): 1.0000 D(G(z)): 0.0011 / 0.0008 [9612/10000][0/13] Loss_D: 0.0001 Loss_G: 9.7619 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9613/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3021 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9614/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8695 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [9615/10000][0/13] Loss_D: 0.0003 Loss_G: 9.0508 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9616/10000][0/13] Loss_D: 0.0008 Loss_G: 9.3828 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [9617/10000][0/13] Loss_D: 0.0041 Loss_G: 6.2196 D(x): 0.9999 D(G(z)): 0.0039 / 0.0082 [9618/10000][0/13] Loss_D: 0.0005 Loss_G: 8.8675 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9619/10000][0/13] Loss_D: 0.0017 Loss_G: 17.4943 D(x): 0.9998 D(G(z)): 0.0016 / 0.0022 [9620/10000][0/13] Loss_D: 0.0001 Loss_G: 14.8220 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9621/10000][0/13] Loss_D: 0.0010 Loss_G: 11.8242 D(x): 1.0000 D(G(z)): 0.0010 / 0.0010 [9622/10000][0/13] Loss_D: 0.0117 Loss_G: 12.6007 D(x): 0.9906 D(G(z)): 0.0006 / 0.0039 [9623/10000][0/13] Loss_D: 0.0003 Loss_G: 13.0584 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9624/10000][0/13] Loss_D: 0.0006 Loss_G: 11.5207 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9625/10000][0/13] Loss_D: 0.2995 Loss_G: 24.4588 D(x): 0.9687 D(G(z)): 0.0024 / 0.0098 [9626/10000][0/13] Loss_D: 0.0008 Loss_G: 19.7005 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [9627/10000][0/13] Loss_D: 0.0038 Loss_G: 18.1416 D(x): 1.0000 D(G(z)): 0.0038 / 0.0008 [9628/10000][0/13] Loss_D: 0.0005 Loss_G: 13.8953 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9629/10000][0/13] Loss_D: 0.0004 Loss_G: 14.4265 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [9630/10000][0/13] Loss_D: 0.0006 Loss_G: 9.7151 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [9631/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6461 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [9632/10000][0/13] Loss_D: 0.0020 Loss_G: 7.9650 D(x): 0.9992 D(G(z)): 0.0011 / 0.0008 [9633/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7457 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9634/10000][0/13] Loss_D: 0.0005 Loss_G: 9.0544 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [9635/10000][0/13] Loss_D: 0.0453 Loss_G: 9.8355 D(x): 1.0000 D(G(z)): 0.0378 / 0.0003 [9636/10000][0/13] Loss_D: 0.0007 Loss_G: 9.3264 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [9637/10000][0/13] Loss_D: 0.0011 Loss_G: 8.0053 D(x): 1.0000 D(G(z)): 0.0011 / 0.0007 [9638/10000][0/13] Loss_D: 0.0010 Loss_G: 8.5746 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [9639/10000][0/13] Loss_D: 0.0007 Loss_G: 9.2962 D(x): 0.9996 D(G(z)): 0.0003 / 0.0002 [9640/10000][0/13] Loss_D: 0.0007 Loss_G: 8.3527 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [9641/10000][0/13] Loss_D: 0.0275 Loss_G: 6.8042 D(x): 0.9783 D(G(z)): 0.0035 / 0.0047 [9642/10000][0/13] Loss_D: 0.0008 Loss_G: 7.9929 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [9643/10000][0/13] Loss_D: 0.0001 Loss_G: 10.4777 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9644/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6543 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9645/10000][0/13] Loss_D: 0.0003 Loss_G: 9.1336 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9646/10000][0/13] Loss_D: 0.0001 Loss_G: 10.1825 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9647/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1234 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9648/10000][0/13] Loss_D: 0.0004 Loss_G: 11.0473 D(x): 0.9997 D(G(z)): 0.0001 / 0.0001 [9649/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7851 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9650/10000][0/13] Loss_D: 0.0003 Loss_G: 9.8290 D(x): 0.9999 D(G(z)): 0.0002 / 0.0002 [9651/10000][0/13] Loss_D: 0.0097 Loss_G: 6.4504 D(x): 0.9999 D(G(z)): 0.0095 / 0.0023 [9652/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1276 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9653/10000][0/13] Loss_D: 0.0001 Loss_G: 10.9750 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9654/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6896 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9655/10000][0/13] Loss_D: 0.0001 Loss_G: 18.9837 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9656/10000][0/13] Loss_D: 0.0006 Loss_G: 8.0025 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9657/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8882 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9658/10000][0/13] Loss_D: 0.0003 Loss_G: 9.0733 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9659/10000][0/13] Loss_D: 0.0010 Loss_G: 21.8145 D(x): 1.0000 D(G(z)): 0.0010 / 0.0005 [9660/10000][0/13] Loss_D: 0.0001 Loss_G: 14.3492 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9661/10000][0/13] Loss_D: 0.0000 Loss_G: 18.2551 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9662/10000][0/13] Loss_D: 0.0031 Loss_G: 16.0399 D(x): 0.9988 D(G(z)): 0.0019 / 0.0015 [9663/10000][0/13] Loss_D: 0.0015 Loss_G: 15.4672 D(x): 1.0000 D(G(z)): 0.0015 / 0.0011 [9664/10000][0/13] Loss_D: 0.0002 Loss_G: 17.0323 D(x): 0.9998 D(G(z)): 0.0000 / 0.0000 [9665/10000][0/13] Loss_D: 0.0009 Loss_G: 16.2650 D(x): 0.9999 D(G(z)): 0.0008 / 0.0007 [9666/10000][0/13] Loss_D: 0.0001 Loss_G: 22.0446 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9667/10000][0/13] Loss_D: 0.0001 Loss_G: 18.5160 D(x): 1.0000 D(G(z)): 0.0001 / 0.0002 [9668/10000][0/13] Loss_D: 0.0004 Loss_G: 16.7073 D(x): 0.9997 D(G(z)): 0.0001 / 0.0002 [9669/10000][0/13] Loss_D: 0.0008 Loss_G: 15.2260 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [9670/10000][0/13] Loss_D: 0.0011 Loss_G: 15.5134 D(x): 0.9997 D(G(z)): 0.0008 / 0.0007 [9671/10000][0/13] Loss_D: 0.0009 Loss_G: 16.7204 D(x): 0.9996 D(G(z)): 0.0005 / 0.0004 [9672/10000][0/13] Loss_D: 0.0419 Loss_G: 17.1042 D(x): 1.0000 D(G(z)): 0.0336 / 0.0002 [9673/10000][0/13] Loss_D: 0.0047 Loss_G: 16.5047 D(x): 0.9954 D(G(z)): 0.0000 / 0.0000 [9674/10000][0/13] Loss_D: 0.0005 Loss_G: 13.1687 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9675/10000][0/13] Loss_D: 0.0026 Loss_G: 13.7970 D(x): 0.9982 D(G(z)): 0.0008 / 0.0008 [9676/10000][0/13] Loss_D: 0.0021 Loss_G: 13.5224 D(x): 1.0000 D(G(z)): 0.0021 / 0.0012 [9677/10000][0/13] Loss_D: 0.0002 Loss_G: 14.0322 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9678/10000][0/13] Loss_D: 0.0012 Loss_G: 13.6406 D(x): 0.9994 D(G(z)): 0.0006 / 0.0004 [9679/10000][0/13] Loss_D: 0.0008 Loss_G: 14.8540 D(x): 0.9994 D(G(z)): 0.0002 / 0.0002 [9680/10000][0/13] Loss_D: 0.0005 Loss_G: 22.0062 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9681/10000][0/13] Loss_D: 0.0046 Loss_G: 14.5676 D(x): 1.0000 D(G(z)): 0.0046 / 0.0016 [9682/10000][0/13] Loss_D: 0.0003 Loss_G: 17.3879 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9683/10000][0/13] Loss_D: 0.0027 Loss_G: 18.1343 D(x): 0.9980 D(G(z)): 0.0006 / 0.0008 [9684/10000][0/13] Loss_D: 0.0008 Loss_G: 17.3309 D(x): 1.0000 D(G(z)): 0.0008 / 0.0007 [9685/10000][0/13] Loss_D: 0.0001 Loss_G: 18.3036 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9686/10000][0/13] Loss_D: 0.0003 Loss_G: 30.4467 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [9687/10000][0/13] Loss_D: 0.0003 Loss_G: 24.1902 D(x): 0.9997 D(G(z)): 0.0000 / 0.0000 [9688/10000][0/13] Loss_D: 0.0000 Loss_G: 23.9690 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9689/10000][0/13] Loss_D: 0.0001 Loss_G: 23.1084 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9690/10000][0/13] Loss_D: 0.0005 Loss_G: 17.3137 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9691/10000][0/13] Loss_D: 0.0002 Loss_G: 15.7340 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9692/10000][0/13] Loss_D: 0.0033 Loss_G: 13.6414 D(x): 0.9999 D(G(z)): 0.0032 / 0.0018 [9693/10000][0/13] Loss_D: 0.0025 Loss_G: 13.3495 D(x): 1.0000 D(G(z)): 0.0025 / 0.0014 [9694/10000][0/13] Loss_D: 0.0026 Loss_G: 14.0892 D(x): 0.9995 D(G(z)): 0.0021 / 0.0023 [9695/10000][0/13] Loss_D: 0.0001 Loss_G: 17.1924 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9696/10000][0/13] Loss_D: 0.0012 Loss_G: 14.4099 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [9697/10000][0/13] Loss_D: 1.1654 Loss_G: 45.8254 D(x): 0.6893 D(G(z)): 0.0000 / 0.0000 [9698/10000][0/13] Loss_D: 0.0002 Loss_G: 30.6700 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9699/10000][0/13] Loss_D: 1.4836 Loss_G: 25.0832 D(x): 0.9687 D(G(z)): 0.0000 / 0.0000 [9700/10000][0/13] Loss_D: 0.0134 Loss_G: 25.9212 D(x): 1.0000 D(G(z)): 0.0130 / 0.0009 [9701/10000][0/13] Loss_D: 0.0014 Loss_G: 19.8770 D(x): 0.9996 D(G(z)): 0.0010 / 0.0005 [9702/10000][0/13] Loss_D: 0.0001 Loss_G: 15.9733 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9703/10000][0/13] Loss_D: 0.0002 Loss_G: 17.2602 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9704/10000][0/13] Loss_D: 1.1263 Loss_G: 9.5561 D(x): 0.9682 D(G(z)): 0.0005 / 0.0005 [9705/10000][0/13] Loss_D: 0.0037 Loss_G: 7.0548 D(x): 1.0000 D(G(z)): 0.0037 / 0.0017 [9706/10000][0/13] Loss_D: 0.0105 Loss_G: 6.1001 D(x): 1.0000 D(G(z)): 0.0103 / 0.0034 [9707/10000][0/13] Loss_D: 0.0001 Loss_G: 9.7770 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9708/10000][0/13] Loss_D: 0.0841 Loss_G: 8.8627 D(x): 1.0000 D(G(z)): 0.0760 / 0.0006 [9709/10000][0/13] Loss_D: 0.5489 Loss_G: 9.6709 D(x): 0.9688 D(G(z)): 0.0002 / 0.0008 [9710/10000][0/13] Loss_D: 0.0008 Loss_G: 8.3856 D(x): 1.0000 D(G(z)): 0.0008 / 0.0006 [9711/10000][0/13] Loss_D: 0.0031 Loss_G: 7.5467 D(x): 1.0000 D(G(z)): 0.0030 / 0.0036 [9712/10000][0/13] Loss_D: 0.0025 Loss_G: 7.2381 D(x): 1.0000 D(G(z)): 0.0025 / 0.0015 [9713/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0280 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9714/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3653 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9715/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1306 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9716/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9394 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [9717/10000][0/13] Loss_D: 0.0004 Loss_G: 9.6941 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [9718/10000][0/13] Loss_D: 0.0001 Loss_G: 10.0427 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9719/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2945 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [9720/10000][0/13] Loss_D: 0.0012 Loss_G: 7.4557 D(x): 0.9999 D(G(z)): 0.0011 / 0.0010 [9721/10000][0/13] Loss_D: 0.0003 Loss_G: 8.3073 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9722/10000][0/13] Loss_D: 0.0001 Loss_G: 9.9664 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9723/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7932 D(x): 1.0000 D(G(z)): 0.0003 / 0.0004 [9724/10000][0/13] Loss_D: 0.0004 Loss_G: 9.2396 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9725/10000][0/13] Loss_D: 0.0111 Loss_G: 6.1973 D(x): 1.0000 D(G(z)): 0.0102 / 0.0048 [9726/10000][0/13] Loss_D: 0.0381 Loss_G: 14.6257 D(x): 0.9674 D(G(z)): 0.0013 / 0.0394 [9727/10000][0/13] Loss_D: 0.0050 Loss_G: 7.6060 D(x): 1.0000 D(G(z)): 0.0049 / 0.0011 [9728/10000][0/13] Loss_D: 0.0001 Loss_G: 12.0759 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9729/10000][0/13] Loss_D: 0.0020 Loss_G: 7.9367 D(x): 1.0000 D(G(z)): 0.0019 / 0.0011 [9730/10000][0/13] Loss_D: 0.0007 Loss_G: 8.5342 D(x): 1.0000 D(G(z)): 0.0007 / 0.0006 [9731/10000][0/13] Loss_D: 0.0004 Loss_G: 8.8014 D(x): 0.9999 D(G(z)): 0.0003 / 0.0003 [9732/10000][0/13] Loss_D: 0.0001 Loss_G: 9.7711 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9733/10000][0/13] Loss_D: 0.0002 Loss_G: 10.3105 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9734/10000][0/13] Loss_D: 0.0003 Loss_G: 9.4038 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9735/10000][0/13] Loss_D: 0.0003 Loss_G: 10.6094 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [9736/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9901 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [9737/10000][0/13] Loss_D: 0.0006 Loss_G: 8.4330 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [9738/10000][0/13] Loss_D: 0.0014 Loss_G: 7.9923 D(x): 1.0000 D(G(z)): 0.0014 / 0.0012 [9739/10000][0/13] Loss_D: 0.0005 Loss_G: 8.6618 D(x): 1.0000 D(G(z)): 0.0005 / 0.0006 [9740/10000][0/13] Loss_D: 0.0008 Loss_G: 8.6741 D(x): 0.9998 D(G(z)): 0.0006 / 0.0006 [9741/10000][0/13] Loss_D: 0.0005 Loss_G: 13.0233 D(x): 0.9996 D(G(z)): 0.0001 / 0.0000 [9742/10000][0/13] Loss_D: 0.0001 Loss_G: 12.7159 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9743/10000][0/13] Loss_D: 0.0006 Loss_G: 13.7604 D(x): 0.9994 D(G(z)): 0.0000 / 0.0000 [9744/10000][0/13] Loss_D: 0.0002 Loss_G: 12.3044 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9745/10000][0/13] Loss_D: 0.0004 Loss_G: 11.3526 D(x): 1.0000 D(G(z)): 0.0004 / 0.0006 [9746/10000][0/13] Loss_D: 0.0017 Loss_G: 8.5447 D(x): 1.0000 D(G(z)): 0.0017 / 0.0012 [9747/10000][0/13] Loss_D: 0.0000 Loss_G: 13.7491 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9748/10000][0/13] Loss_D: 0.0004 Loss_G: 10.8957 D(x): 1.0000 D(G(z)): 0.0004 / 0.0013 [9749/10000][0/13] Loss_D: 0.0001 Loss_G: 11.2643 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9750/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6342 D(x): 1.0000 D(G(z)): 0.0002 / 0.0003 [9751/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0587 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9752/10000][0/13] Loss_D: 0.0002 Loss_G: 10.8448 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9753/10000][0/13] Loss_D: 0.0018 Loss_G: 7.3531 D(x): 0.9998 D(G(z)): 0.0016 / 0.0013 [9754/10000][0/13] Loss_D: 0.0014 Loss_G: 7.1489 D(x): 0.9999 D(G(z)): 0.0013 / 0.0014 [9755/10000][0/13] Loss_D: 0.0002 Loss_G: 9.2149 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9756/10000][0/13] Loss_D: 0.6915 Loss_G: 20.3519 D(x): 1.0000 D(G(z)): 0.1802 / 0.0000 [9757/10000][0/13] Loss_D: 0.0007 Loss_G: 27.8239 D(x): 1.0000 D(G(z)): 0.0007 / 0.0003 [9758/10000][0/13] Loss_D: 0.0003 Loss_G: 29.3877 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [9759/10000][0/13] Loss_D: 0.3065 Loss_G: 16.6230 D(x): 0.9688 D(G(z)): 0.0077 / 0.0063 [9760/10000][0/13] Loss_D: 0.0003 Loss_G: 20.9661 D(x): 1.0000 D(G(z)): 0.0003 / 0.0001 [9761/10000][0/13] Loss_D: 0.0008 Loss_G: 13.8082 D(x): 1.0000 D(G(z)): 0.0008 / 0.0005 [9762/10000][0/13] Loss_D: 0.0017 Loss_G: 8.9114 D(x): 0.9998 D(G(z)): 0.0015 / 0.0011 [9763/10000][0/13] Loss_D: 0.0085 Loss_G: 8.3684 D(x): 0.9929 D(G(z)): 0.0012 / 0.0009 [9764/10000][0/13] Loss_D: 0.0020 Loss_G: 7.2757 D(x): 1.0000 D(G(z)): 0.0019 / 0.0014 [9765/10000][0/13] Loss_D: 0.0001 Loss_G: 10.1908 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9766/10000][0/13] Loss_D: 0.0014 Loss_G: 8.7105 D(x): 1.0000 D(G(z)): 0.0014 / 0.0010 [9767/10000][0/13] Loss_D: 0.0011 Loss_G: 7.6340 D(x): 0.9999 D(G(z)): 0.0011 / 0.0009 [9768/10000][0/13] Loss_D: 0.0010 Loss_G: 7.8584 D(x): 1.0000 D(G(z)): 0.0010 / 0.0008 [9769/10000][0/13] Loss_D: 0.0007 Loss_G: 8.2607 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [9770/10000][0/13] Loss_D: 0.0006 Loss_G: 9.6611 D(x): 0.9996 D(G(z)): 0.0002 / 0.0002 [9771/10000][0/13] Loss_D: 0.0007 Loss_G: 11.9493 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [9772/10000][0/13] Loss_D: 0.0010 Loss_G: 9.8810 D(x): 1.0000 D(G(z)): 0.0010 / 0.0005 [9773/10000][0/13] Loss_D: 1.0577 Loss_G: 25.1159 D(x): 1.0000 D(G(z)): 0.1463 / 0.0000 [9774/10000][0/13] Loss_D: 0.0001 Loss_G: 35.0603 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9775/10000][0/13] Loss_D: 0.0012 Loss_G: 32.5485 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [9776/10000][0/13] Loss_D: 0.0005 Loss_G: 29.9035 D(x): 1.0000 D(G(z)): 0.0005 / 0.0005 [9777/10000][0/13] Loss_D: 0.0022 Loss_G: 20.7758 D(x): 1.0000 D(G(z)): 0.0022 / 0.0006 [9778/10000][0/13] Loss_D: 0.0001 Loss_G: 12.8922 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9779/10000][0/13] Loss_D: 0.0016 Loss_G: 8.5760 D(x): 1.0000 D(G(z)): 0.0016 / 0.0011 [9780/10000][0/13] Loss_D: 0.0016 Loss_G: 9.3162 D(x): 1.0000 D(G(z)): 0.0016 / 0.0011 [9781/10000][0/13] Loss_D: 0.0041 Loss_G: 7.0194 D(x): 0.9987 D(G(z)): 0.0029 / 0.0020 [9782/10000][0/13] Loss_D: 0.0016 Loss_G: 8.1939 D(x): 0.9999 D(G(z)): 0.0015 / 0.0010 [9783/10000][0/13] Loss_D: 0.0029 Loss_G: 7.3321 D(x): 0.9995 D(G(z)): 0.0024 / 0.0017 [9784/10000][0/13] Loss_D: 0.0002 Loss_G: 12.0577 D(x): 0.9999 D(G(z)): 0.0001 / 0.0000 [9785/10000][0/13] Loss_D: 0.0004 Loss_G: 9.4349 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9786/10000][0/13] Loss_D: 0.0019 Loss_G: 8.2984 D(x): 0.9999 D(G(z)): 0.0018 / 0.0025 [9787/10000][0/13] Loss_D: 0.0002 Loss_G: 12.7753 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9788/10000][0/13] Loss_D: 0.0015 Loss_G: 7.3947 D(x): 1.0000 D(G(z)): 0.0015 / 0.0012 [9789/10000][0/13] Loss_D: 0.0007 Loss_G: 8.7586 D(x): 0.9998 D(G(z)): 0.0005 / 0.0004 [9790/10000][0/13] Loss_D: 0.0005 Loss_G: 11.8537 D(x): 0.9995 D(G(z)): 0.0000 / 0.0000 [9791/10000][0/13] Loss_D: 0.0017 Loss_G: 7.8945 D(x): 0.9993 D(G(z)): 0.0009 / 0.0006 [9792/10000][0/13] Loss_D: 0.0000 Loss_G: 12.0682 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9793/10000][0/13] Loss_D: 0.0090 Loss_G: 7.1545 D(x): 1.0000 D(G(z)): 0.0088 / 0.0020 [9794/10000][0/13] Loss_D: 0.0012 Loss_G: 9.8654 D(x): 0.9989 D(G(z)): 0.0001 / 0.0001 [9795/10000][0/13] Loss_D: 0.0022 Loss_G: 10.5034 D(x): 0.9980 D(G(z)): 0.0001 / 0.0001 [9796/10000][0/13] Loss_D: 0.0011 Loss_G: 9.5350 D(x): 0.9994 D(G(z)): 0.0004 / 0.0003 [9797/10000][0/13] Loss_D: 0.0229 Loss_G: 7.9007 D(x): 1.0000 D(G(z)): 0.0215 / 0.0007 [9798/10000][0/13] Loss_D: 0.0005 Loss_G: 8.5976 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9799/10000][0/13] Loss_D: 0.0061 Loss_G: 26.7977 D(x): 0.9942 D(G(z)): 0.0002 / 0.0001 [9800/10000][0/13] Loss_D: 0.0000 Loss_G: 20.8765 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9801/10000][0/13] Loss_D: 0.0027 Loss_G: 28.5745 D(x): 1.0000 D(G(z)): 0.0026 / 0.0034 [9802/10000][0/13] Loss_D: 0.0016 Loss_G: 20.7044 D(x): 1.0000 D(G(z)): 0.0015 / 0.0008 [9803/10000][0/13] Loss_D: 0.0136 Loss_G: 23.4075 D(x): 1.0000 D(G(z)): 0.0129 / 0.0038 [9804/10000][0/13] Loss_D: 0.0085 Loss_G: 18.0701 D(x): 1.0000 D(G(z)): 0.0083 / 0.0043 [9805/10000][0/13] Loss_D: 0.0010 Loss_G: 17.6947 D(x): 1.0000 D(G(z)): 0.0010 / 0.0005 [9806/10000][0/13] Loss_D: 0.0011 Loss_G: 19.8887 D(x): 1.0000 D(G(z)): 0.0011 / 0.0009 [9807/10000][0/13] Loss_D: 0.0000 Loss_G: 24.0978 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9808/10000][0/13] Loss_D: 0.0014 Loss_G: 17.4125 D(x): 0.9995 D(G(z)): 0.0010 / 0.0008 [9809/10000][0/13] Loss_D: 0.0007 Loss_G: 17.7395 D(x): 0.9998 D(G(z)): 0.0005 / 0.0005 [9810/10000][0/13] Loss_D: 0.0313 Loss_G: 20.3481 D(x): 0.9802 D(G(z)): 0.0000 / 0.0000 [9811/10000][0/13] Loss_D: 0.0007 Loss_G: 16.5911 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [9812/10000][0/13] Loss_D: 0.0003 Loss_G: 15.0040 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9813/10000][0/13] Loss_D: 0.0003 Loss_G: 15.4664 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9814/10000][0/13] Loss_D: 0.0001 Loss_G: 15.9339 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9815/10000][0/13] Loss_D: 0.0010 Loss_G: 16.5005 D(x): 0.9991 D(G(z)): 0.0001 / 0.0934 [9816/10000][0/13] Loss_D: 0.0001 Loss_G: 23.5501 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9817/10000][0/13] Loss_D: 0.0005 Loss_G: 25.0739 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9818/10000][0/13] Loss_D: 0.0003 Loss_G: 21.6579 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9819/10000][0/13] Loss_D: 0.0030 Loss_G: 24.6500 D(x): 0.9995 D(G(z)): 0.0025 / 0.0015 [9820/10000][0/13] Loss_D: 0.0068 Loss_G: 19.4819 D(x): 1.0000 D(G(z)): 0.0067 / 0.0027 [9821/10000][0/13] Loss_D: 0.0056 Loss_G: 19.9630 D(x): 0.9998 D(G(z)): 0.0054 / 0.0021 [9822/10000][0/13] Loss_D: 0.0005 Loss_G: 20.6188 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9823/10000][0/13] Loss_D: 0.0003 Loss_G: 16.6238 D(x): 1.0000 D(G(z)): 0.0003 / 0.0005 [9824/10000][0/13] Loss_D: 0.0027 Loss_G: 14.5251 D(x): 1.0000 D(G(z)): 0.0027 / 0.0016 [9825/10000][0/13] Loss_D: 0.0000 Loss_G: 19.0698 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9826/10000][0/13] Loss_D: 0.0000 Loss_G: 20.1564 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9827/10000][0/13] Loss_D: 0.0088 Loss_G: 15.0169 D(x): 1.0000 D(G(z)): 0.0087 / 0.0014 [9828/10000][0/13] Loss_D: 0.0000 Loss_G: 25.1073 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9829/10000][0/13] Loss_D: 0.0006 Loss_G: 21.6229 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9830/10000][0/13] Loss_D: 0.0001 Loss_G: 20.7692 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9831/10000][0/13] Loss_D: 0.0149 Loss_G: 14.6617 D(x): 0.9996 D(G(z)): 0.0143 / 0.0019 [9832/10000][0/13] Loss_D: 0.0003 Loss_G: 18.6417 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9833/10000][0/13] Loss_D: 0.0008 Loss_G: 13.2472 D(x): 0.9999 D(G(z)): 0.0007 / 0.0005 [9834/10000][0/13] Loss_D: 0.0001 Loss_G: 17.1852 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9835/10000][0/13] Loss_D: 0.0014 Loss_G: 15.5491 D(x): 1.0000 D(G(z)): 0.0014 / 0.0011 [9836/10000][0/13] Loss_D: 0.0016 Loss_G: 12.7419 D(x): 1.0000 D(G(z)): 0.0016 / 0.0014 [9837/10000][0/13] Loss_D: 0.0002 Loss_G: 12.6802 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9838/10000][0/13] Loss_D: 0.0001 Loss_G: 13.6786 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9839/10000][0/13] Loss_D: 0.0014 Loss_G: 11.5856 D(x): 0.9996 D(G(z)): 0.0010 / 0.0008 [9840/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1977 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9841/10000][0/13] Loss_D: 0.0001 Loss_G: 13.0150 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9842/10000][0/13] Loss_D: 0.0009 Loss_G: 9.7556 D(x): 1.0000 D(G(z)): 0.0009 / 0.0009 [9843/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9439 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [9844/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1535 D(x): 0.9999 D(G(z)): 0.0006 / 0.0005 [9845/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8975 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9846/10000][0/13] Loss_D: 0.0004 Loss_G: 9.3222 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9847/10000][0/13] Loss_D: 0.0018 Loss_G: 9.1865 D(x): 0.9985 D(G(z)): 0.0003 / 0.0003 [9848/10000][0/13] Loss_D: 0.0005 Loss_G: 8.8129 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [9849/10000][0/13] Loss_D: 0.0002 Loss_G: 8.8880 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9850/10000][0/13] Loss_D: 0.0015 Loss_G: 7.7166 D(x): 0.9999 D(G(z)): 0.0015 / 0.0011 [9851/10000][0/13] Loss_D: 0.0037 Loss_G: 8.5887 D(x): 0.9966 D(G(z)): 0.0003 / 0.0003 [9852/10000][0/13] Loss_D: 0.0006 Loss_G: 8.2598 D(x): 1.0000 D(G(z)): 0.0006 / 0.0006 [9853/10000][0/13] Loss_D: 0.0058 Loss_G: 7.5705 D(x): 1.0000 D(G(z)): 0.0057 / 0.0014 [9854/10000][0/13] Loss_D: 0.0007 Loss_G: 8.2742 D(x): 0.9998 D(G(z)): 0.0006 / 0.0006 [9855/10000][0/13] Loss_D: 0.0007 Loss_G: 7.8723 D(x): 0.9999 D(G(z)): 0.0006 / 0.0006 [9856/10000][0/13] Loss_D: 0.0001 Loss_G: 9.3709 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9857/10000][0/13] Loss_D: 0.0402 Loss_G: 11.2691 D(x): 1.0000 D(G(z)): 0.0348 / 0.0001 [9858/10000][0/13] Loss_D: 0.0003 Loss_G: 9.7732 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9859/10000][0/13] Loss_D: 0.0001 Loss_G: 11.7217 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9860/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8266 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9861/10000][0/13] Loss_D: 0.0150 Loss_G: 12.4024 D(x): 0.9881 D(G(z)): 0.0000 / 0.0001 [9862/10000][0/13] Loss_D: 0.0001 Loss_G: 10.7690 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9863/10000][0/13] Loss_D: 0.0005 Loss_G: 8.7399 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9864/10000][0/13] Loss_D: 0.0003 Loss_G: 9.5631 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9865/10000][0/13] Loss_D: 0.0103 Loss_G: 7.6061 D(x): 0.9911 D(G(z)): 0.0006 / 0.0010 [9866/10000][0/13] Loss_D: 0.0006 Loss_G: 8.1305 D(x): 0.9999 D(G(z)): 0.0005 / 0.0007 [9867/10000][0/13] Loss_D: 0.0004 Loss_G: 8.6793 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9868/10000][0/13] Loss_D: 0.0015 Loss_G: 7.5236 D(x): 1.0000 D(G(z)): 0.0015 / 0.0009 [9869/10000][0/13] Loss_D: 0.0009 Loss_G: 8.6740 D(x): 0.9996 D(G(z)): 0.0005 / 0.0004 [9870/10000][0/13] Loss_D: 0.0003 Loss_G: 8.6624 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9871/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5480 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9872/10000][0/13] Loss_D: 0.0004 Loss_G: 8.2441 D(x): 1.0000 D(G(z)): 0.0004 / 0.0003 [9873/10000][0/13] Loss_D: 0.0033 Loss_G: 7.9753 D(x): 0.9972 D(G(z)): 0.0005 / 0.0005 [9874/10000][0/13] Loss_D: 0.0001 Loss_G: 10.6306 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9875/10000][0/13] Loss_D: 0.0014 Loss_G: 7.3487 D(x): 1.0000 D(G(z)): 0.0014 / 0.0012 [9876/10000][0/13] Loss_D: 0.0004 Loss_G: 8.1473 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9877/10000][0/13] Loss_D: 0.0007 Loss_G: 8.1823 D(x): 0.9998 D(G(z)): 0.0004 / 0.0004 [9878/10000][0/13] Loss_D: 0.0005 Loss_G: 8.3087 D(x): 0.9999 D(G(z)): 0.0004 / 0.0004 [9879/10000][0/13] Loss_D: 0.0002 Loss_G: 8.9607 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9880/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8271 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9881/10000][0/13] Loss_D: 0.0000 Loss_G: 12.2426 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9882/10000][0/13] Loss_D: 0.0002 Loss_G: 8.8110 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9883/10000][0/13] Loss_D: 0.0002 Loss_G: 10.2794 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9884/10000][0/13] Loss_D: 0.0002 Loss_G: 9.0456 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9885/10000][0/13] Loss_D: 0.0000 Loss_G: 11.1042 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9886/10000][0/13] Loss_D: 0.0000 Loss_G: 12.0131 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9887/10000][0/13] Loss_D: 0.0003 Loss_G: 8.6932 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9888/10000][0/13] Loss_D: 0.0000 Loss_G: 11.9817 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9889/10000][0/13] Loss_D: 0.0001 Loss_G: 10.1632 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9890/10000][0/13] Loss_D: 22.3177 Loss_G: 7.2708 D(x): 1.0000 D(G(z)): 0.2504 / 0.2497 [9891/10000][0/13] Loss_D: 0.0002 Loss_G: 39.5065 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9892/10000][0/13] Loss_D: 0.0002 Loss_G: 40.2068 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9893/10000][0/13] Loss_D: 0.0044 Loss_G: 29.4583 D(x): 1.0000 D(G(z)): 0.0044 / 0.0016 [9894/10000][0/13] Loss_D: 0.0005 Loss_G: 29.1599 D(x): 1.0000 D(G(z)): 0.0005 / 0.0003 [9895/10000][0/13] Loss_D: 0.0001 Loss_G: 26.9601 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9896/10000][0/13] Loss_D: 0.0012 Loss_G: 19.2161 D(x): 1.0000 D(G(z)): 0.0012 / 0.0018 [9897/10000][0/13] Loss_D: 0.0061 Loss_G: 13.8685 D(x): 1.0000 D(G(z)): 0.0058 / 0.0010 [9898/10000][0/13] Loss_D: 0.0005 Loss_G: 10.9817 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9899/10000][0/13] Loss_D: 0.0025 Loss_G: 9.6995 D(x): 1.0000 D(G(z)): 0.0025 / 0.0012 [9900/10000][0/13] Loss_D: 0.0727 Loss_G: 8.0117 D(x): 0.9496 D(G(z)): 0.0005 / 0.0023 [9901/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2531 D(x): 0.9999 D(G(z)): 0.0008 / 0.0006 [9902/10000][0/13] Loss_D: 0.0019 Loss_G: 8.6547 D(x): 1.0000 D(G(z)): 0.0019 / 0.0013 [9903/10000][0/13] Loss_D: 0.0012 Loss_G: 8.0027 D(x): 1.0000 D(G(z)): 0.0012 / 0.0009 [9904/10000][0/13] Loss_D: 0.1417 Loss_G: 14.3002 D(x): 1.0000 D(G(z)): 0.1065 / 0.0002 [9905/10000][0/13] Loss_D: 0.0006 Loss_G: 17.3817 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [9906/10000][0/13] Loss_D: 0.0054 Loss_G: 16.8146 D(x): 0.9952 D(G(z)): 0.0003 / 0.0006 [9907/10000][0/13] Loss_D: 0.1112 Loss_G: 15.2698 D(x): 0.9590 D(G(z)): 0.0004 / 0.1438 [9908/10000][0/13] Loss_D: 0.0032 Loss_G: 28.6982 D(x): 1.0000 D(G(z)): 0.0032 / 0.0018 [9909/10000][0/13] Loss_D: 0.0383 Loss_G: 21.5995 D(x): 1.0000 D(G(z)): 0.0353 / 0.0005 [9910/10000][0/13] Loss_D: 0.0009 Loss_G: 16.5491 D(x): 1.0000 D(G(z)): 0.0009 / 0.0005 [9911/10000][0/13] Loss_D: 0.0007 Loss_G: 15.2135 D(x): 1.0000 D(G(z)): 0.0007 / 0.0005 [9912/10000][0/13] Loss_D: 0.0001 Loss_G: 12.6059 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9913/10000][0/13] Loss_D: 0.0001 Loss_G: 21.8508 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9914/10000][0/13] Loss_D: 0.0001 Loss_G: 15.9669 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9915/10000][0/13] Loss_D: 0.0012 Loss_G: 12.3325 D(x): 0.9997 D(G(z)): 0.0009 / 0.0004 [9916/10000][0/13] Loss_D: 0.0002 Loss_G: 16.7895 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9917/10000][0/13] Loss_D: 0.0033 Loss_G: 11.9287 D(x): 1.0000 D(G(z)): 0.0033 / 0.0022 [9918/10000][0/13] Loss_D: 0.0012 Loss_G: 10.1317 D(x): 1.0000 D(G(z)): 0.0012 / 0.0012 [9919/10000][0/13] Loss_D: 0.0006 Loss_G: 13.2387 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9920/10000][0/13] Loss_D: 0.0001 Loss_G: 14.6530 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9921/10000][0/13] Loss_D: 0.0009 Loss_G: 11.4775 D(x): 1.0000 D(G(z)): 0.0009 / 0.0007 [9922/10000][0/13] Loss_D: 0.0000 Loss_G: 15.1704 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9923/10000][0/13] Loss_D: 0.0001 Loss_G: 13.1076 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9924/10000][0/13] Loss_D: 0.0006 Loss_G: 11.8332 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9925/10000][0/13] Loss_D: 0.0031 Loss_G: 8.3673 D(x): 1.0000 D(G(z)): 0.0031 / 0.0054 [9926/10000][0/13] Loss_D: 0.0003 Loss_G: 11.4439 D(x): 0.9998 D(G(z)): 0.0001 / 0.0001 [9927/10000][0/13] Loss_D: 0.0002 Loss_G: 10.1213 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9928/10000][0/13] Loss_D: 0.0011 Loss_G: 10.9434 D(x): 0.9989 D(G(z)): 0.0001 / 0.0001 [9929/10000][0/13] Loss_D: 0.0008 Loss_G: 8.2265 D(x): 0.9999 D(G(z)): 0.0007 / 0.0007 [9930/10000][0/13] Loss_D: 0.0001 Loss_G: 10.5973 D(x): 1.0000 D(G(z)): 0.0000 / 0.0001 [9931/10000][0/13] Loss_D: 0.0020 Loss_G: 7.1353 D(x): 0.9997 D(G(z)): 0.0018 / 0.0010 [9932/10000][0/13] Loss_D: 0.0014 Loss_G: 7.9105 D(x): 0.9992 D(G(z)): 0.0006 / 0.0006 [9933/10000][0/13] Loss_D: 0.0000 Loss_G: 12.2362 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9934/10000][0/13] Loss_D: 0.0005 Loss_G: 9.1327 D(x): 0.9997 D(G(z)): 0.0002 / 0.0002 [9935/10000][0/13] Loss_D: 0.0002 Loss_G: 9.8830 D(x): 0.9999 D(G(z)): 0.0002 / 0.0001 [9936/10000][0/13] Loss_D: 0.0003 Loss_G: 8.6697 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9937/10000][0/13] Loss_D: 0.0000 Loss_G: 13.8751 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9938/10000][0/13] Loss_D: 0.0001 Loss_G: 11.0697 D(x): 1.0000 D(G(z)): 0.0001 / 0.0000 [9939/10000][0/13] Loss_D: 0.0000 Loss_G: 13.7991 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9940/10000][0/13] Loss_D: 0.0009 Loss_G: 8.1372 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [9941/10000][0/13] Loss_D: 0.0000 Loss_G: 13.0993 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9942/10000][0/13] Loss_D: 0.0176 Loss_G: 7.0296 D(x): 1.0000 D(G(z)): 0.0173 / 0.0015 [9943/10000][0/13] Loss_D: 0.0002 Loss_G: 9.5172 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9944/10000][0/13] Loss_D: 0.0030 Loss_G: 9.9209 D(x): 0.9971 D(G(z)): 0.0001 / 0.0001 [9945/10000][0/13] Loss_D: 0.0008 Loss_G: 7.4355 D(x): 1.0000 D(G(z)): 0.0008 / 0.0018 [9946/10000][0/13] Loss_D: 0.0391 Loss_G: 9.9474 D(x): 1.0000 D(G(z)): 0.0349 / 0.0004 [9947/10000][0/13] Loss_D: 0.0009 Loss_G: 8.2752 D(x): 0.9995 D(G(z)): 0.0005 / 0.0005 [9948/10000][0/13] Loss_D: 0.0002 Loss_G: 10.0449 D(x): 1.0000 D(G(z)): 0.0002 / 0.0001 [9949/10000][0/13] Loss_D: 0.0000 Loss_G: 13.9979 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9950/10000][0/13] Loss_D: 0.0004 Loss_G: 10.1237 D(x): 1.0000 D(G(z)): 0.0003 / 0.0003 [9951/10000][0/13] Loss_D: 0.0001 Loss_G: 11.6454 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9952/10000][0/13] Loss_D: 0.0004 Loss_G: 9.4507 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9953/10000][0/13] Loss_D: 0.0009 Loss_G: 8.3125 D(x): 0.9998 D(G(z)): 0.0007 / 0.0006 [9954/10000][0/13] Loss_D: 0.0002 Loss_G: 10.9852 D(x): 0.9998 D(G(z)): 0.0001 / 0.0000 [9955/10000][0/13] Loss_D: 0.0032 Loss_G: 6.4581 D(x): 1.0000 D(G(z)): 0.0032 / 0.0034 [9956/10000][0/13] Loss_D: 0.0001 Loss_G: 9.8839 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9957/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9473 D(x): 0.9997 D(G(z)): 0.0007 / 0.0006 [9958/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8376 D(x): 0.9993 D(G(z)): 0.0002 / 0.0003 [9959/10000][0/13] Loss_D: 0.0003 Loss_G: 8.3909 D(x): 1.0000 D(G(z)): 0.0003 / 0.0006 [9960/10000][0/13] Loss_D: 0.0002 Loss_G: 9.4492 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9961/10000][0/13] Loss_D: 0.0007 Loss_G: 8.2436 D(x): 0.9999 D(G(z)): 0.0007 / 0.0006 [9962/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3968 D(x): 0.9999 D(G(z)): 0.0001 / 0.0001 [9963/10000][0/13] Loss_D: 0.0006 Loss_G: 8.6185 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9964/10000][0/13] Loss_D: 0.0001 Loss_G: 9.9957 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9965/10000][0/13] Loss_D: 0.0022 Loss_G: 8.2678 D(x): 1.0000 D(G(z)): 0.0022 / 0.0209 [9966/10000][0/13] Loss_D: 0.0001 Loss_G: 11.8015 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9967/10000][0/13] Loss_D: 0.0001 Loss_G: 11.2621 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9968/10000][0/13] Loss_D: 0.0007 Loss_G: 11.0160 D(x): 0.9994 D(G(z)): 0.0001 / 0.0001 [9969/10000][0/13] Loss_D: 0.0001 Loss_G: 11.7577 D(x): 1.0000 D(G(z)): 0.0000 / 0.0000 [9970/10000][0/13] Loss_D: 0.0005 Loss_G: 9.2016 D(x): 1.0000 D(G(z)): 0.0004 / 0.0004 [9971/10000][0/13] Loss_D: 0.0001 Loss_G: 10.2897 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9972/10000][0/13] Loss_D: 0.0006 Loss_G: 8.8337 D(x): 1.0000 D(G(z)): 0.0006 / 0.0005 [9973/10000][0/13] Loss_D: 0.0002 Loss_G: 11.8517 D(x): 0.9999 D(G(z)): 0.0000 / 0.0000 [9974/10000][0/13] Loss_D: 0.0036 Loss_G: 7.0999 D(x): 1.0000 D(G(z)): 0.0036 / 0.0019 [9975/10000][0/13] Loss_D: 0.0009 Loss_G: 8.8250 D(x): 0.9993 D(G(z)): 0.0003 / 0.0003 [9976/10000][0/13] Loss_D: 0.0021 Loss_G: 35.0803 D(x): 0.9981 D(G(z)): 0.0001 / 0.0001 [9977/10000][0/13] Loss_D: 0.0028 Loss_G: 31.8637 D(x): 0.9973 D(G(z)): 0.0000 / 0.0000 [9978/10000][0/13] Loss_D: 0.0036 Loss_G: 18.0216 D(x): 1.0000 D(G(z)): 0.0036 / 0.0013 [9979/10000][0/13] Loss_D: 0.0007 Loss_G: 16.8364 D(x): 1.0000 D(G(z)): 0.0007 / 0.0004 [9980/10000][0/13] Loss_D: 0.0018 Loss_G: 14.3134 D(x): 0.9996 D(G(z)): 0.0014 / 0.0009 [9981/10000][0/13] Loss_D: 0.0059 Loss_G: 12.3403 D(x): 1.0000 D(G(z)): 0.0058 / 0.0163 [9982/10000][0/13] Loss_D: 0.0016 Loss_G: 13.0736 D(x): 0.9997 D(G(z)): 0.0013 / 0.0011 [9983/10000][0/13] Loss_D: 0.0010 Loss_G: 8.1300 D(x): 1.0000 D(G(z)): 0.0009 / 0.0008 [9984/10000][0/13] Loss_D: 0.0006 Loss_G: 10.5411 D(x): 1.0000 D(G(z)): 0.0006 / 0.0004 [9985/10000][0/13] Loss_D: 0.0005 Loss_G: 9.4306 D(x): 1.0000 D(G(z)): 0.0005 / 0.0004 [9986/10000][0/13] Loss_D: 0.0003 Loss_G: 9.6567 D(x): 1.0000 D(G(z)): 0.0003 / 0.0002 [9987/10000][0/13] Loss_D: 0.0012 Loss_G: 8.3441 D(x): 0.9997 D(G(z)): 0.0008 / 0.0006 [9988/10000][0/13] Loss_D: 0.0009 Loss_G: 7.9198 D(x): 0.9999 D(G(z)): 0.0009 / 0.0007 [9989/10000][0/13] Loss_D: 0.0021 Loss_G: 7.0498 D(x): 1.0000 D(G(z)): 0.0021 / 0.0014 [9990/10000][0/13] Loss_D: 0.0017 Loss_G: 10.1608 D(x): 1.0000 D(G(z)): 0.0017 / 0.0019 [9991/10000][0/13] Loss_D: 0.0009 Loss_G: 8.6102 D(x): 0.9995 D(G(z)): 0.0004 / 0.0004 [9992/10000][0/13] Loss_D: 0.0085 Loss_G: 6.4114 D(x): 0.9992 D(G(z)): 0.0075 / 0.0056 [9993/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6929 D(x): 1.0000 D(G(z)): 0.0002 / 0.0003 [9994/10000][0/13] Loss_D: 0.0020 Loss_G: 7.3688 D(x): 1.0000 D(G(z)): 0.0020 / 0.0012 [9995/10000][0/13] Loss_D: 0.0141 Loss_G: 9.4570 D(x): 0.9999 D(G(z)): 0.0134 / 0.0001 [9996/10000][0/13] Loss_D: 0.0016 Loss_G: 7.2549 D(x): 0.9999 D(G(z)): 0.0015 / 0.0013 [9997/10000][0/13] Loss_D: 0.0002 Loss_G: 9.3033 D(x): 1.0000 D(G(z)): 0.0002 / 0.0002 [9998/10000][0/13] Loss_D: 0.0002 Loss_G: 9.6414 D(x): 1.0000 D(G(z)): 0.0001 / 0.0001 [9999/10000][0/13] Loss_D: 0.0019 Loss_G: 7.5976 D(x): 0.9999 D(G(z)): 0.0018 / 0.0020
In [6]:
import matplotlib.pyplot as plt
import numpy as np
def smooth_curve(points, factor=0.9):
"""Function to smooth curves for better visualization."""
smoothed_points = []
for point in points:
if smoothed_points:
previous = smoothed_points[-1]
smoothed_points.append(previous * factor + point * (1 - factor))
else:
smoothed_points.append(point)
return smoothed_points
plt.figure(figsize=(10,5))
plt.title("Generator and Discriminator Loss During Training")
plt.plot(smooth_curve(G_losses), label="G (smoothed)", alpha=0.75)
plt.plot(smooth_curve(D_losses), label="D (smoothed)", alpha=0.75)
plt.xlabel("Iterations")
plt.ylabel("Loss")
plt.legend()
plt.grid(True) # Add grid for easier reading
plt.savefig('training_loss_curves.png') # Save the figure
plt.show()
In [7]:
import numpy as np
import matplotlib.pyplot as plt
from torchvision import utils as vutils
# Ensure train_loader has been defined and loaded correctly
if not 'train_loader' in locals():
raise ValueError("train_loader is not defined. Ensure your dataset is loaded properly.")
# Grab a batch of real images from the DataLoader
real_batch = next(iter(train_loader))
# Initialize figure
plt.figure(figsize=(15,15))
# Plot the real images
plt.subplot(1,2,1)
plt.axis("off")
plt.title("Real Images")
# Check if the device is CUDA and if so, convert back to CPU for plotting
if next(iter(real_batch))[0].is_cuda:
real_images_for_plot = real_batch[0].cpu()
else:
real_images_for_plot = real_batch[0]
plt.imshow(np.transpose(vutils.make_grid(real_images_for_plot[:64], padding=5, normalize=True),(1,2,0)))
# Plot the fake images from the last epoch
plt.subplot(1,2,2)
plt.axis("off")
plt.title("Fake Images")
# Ensure there are generated images to display
if len(img_list) > 0:
plt.imshow(np.transpose(img_list[-1],(1,2,0)))
else:
print("No generated images to display yet.")
# Show and save the figure
plt.savefig('real_and_fake_images_comparison.png') # Save the figure
plt.show()
In [8]:
import matplotlib.pyplot as plt
import numpy as np
# Set the Generator to evaluation mode
netG.eval()
# Option to switch between fixed and new noise
use_fixed_noise = True # Set to False if you want to generate new noise each time
# Generate a batch of images
with torch.no_grad():
if use_fixed_noise:
noise = fixed_noise # Use the same noise each time for consistency
else:
# Generate new noise
noise = torch.randn(fixed_noise.size(), device=device) # Ensure new noise is the same size as fixed_noise
generated_images = netG(noise).detach().cpu()
# Plotting the generated images
plt.figure(figsize=(10,10))
plt.axis("off")
plt.title("Generated Images")
plt.imshow(np.transpose(vutils.make_grid(generated_images, padding=2, normalize=True),(1,2,0)))
plt.show()
In [9]:
import torch
from torchvision import transforms, utils
# Ensure the DataLoader is defined
if 'train_loader' not in locals():
raise ValueError("train_loader is not defined. Ensure your dataset is loaded properly.")
# Get a batch of real images from your DataLoader
real_batch = next(iter(train_loader))
real_images = real_batch[0].to(device) # Assuming the first element is the images
# Resize and normalize the real images to match the generated ones if necessary
# Replace (64, 64) with the actual size of your generated images if different
resize_transform = transforms.Compose([
transforms.Resize((64, 64)), # Resize to the same size as generated images
transforms.Normalize(mean=[0.5, 0.5, 0.5], std=[0.5, 0.5, 0.5]) # Normalize like the generated images
])
real_images = resize_transform(real_images)
# Note: If your real images are already normalized and resized, you can skip the above transformation
In [10]:
# Computue the Cross Entropy Loss
import numpy as np
# Flatten and normalize the real and generated images
real_images_flat = real_images.view(real_images.size(0), -1).cpu().numpy()
generated_images_flat = generated_images.view(generated_images.size(0), -1).cpu().numpy()
# Compute histograms
real_hist = np.histogram(real_images_flat, bins=256, range=(0, 1))[0]
gen_hist = np.histogram(generated_images_flat, bins=256, range=(0, 1))[0]
# Normalize the histograms to create probability distributions
real_hist = real_hist / np.sum(real_hist)
gen_hist = gen_hist / np.sum(gen_hist)
# Use a small value to avoid division by zero during cross-entropy calculation
epsilon = 1e-10
real_hist = np.where(real_hist == 0, epsilon, real_hist)
gen_hist = np.where(gen_hist == 0, epsilon, gen_hist)
# Compute the cross-entropy
cross_entropy = -np.sum(real_hist * np.log(gen_hist))
print(f'Cross-Entropy between real and generated images: {cross_entropy}')
Cross-Entropy between real and generated images: 5.4170397778443
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